Papers


Embodied Question Answering
Abhishek Das,
Samyak Datta,
Georgia Gkioxari,
Stefan Lee,
Devi Parikh,
Dhruv Batra
[pdf] [supp]
[bibtex]
@InProceedings{Das_2018_CVPR,
author = {Das, Abhishek and Datta, Samyak and Gkioxari, Georgia and Lee, Stefan and Parikh, Devi and Batra, Dhruv},
title = {Embodied Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning by Asking Questions
Ishan Misra,
Ross Girshick,
Rob Fergus,
Martial Hebert,
Abhinav Gupta,
Laurens van der Maaten
[pdf]
[bibtex]
@InProceedings{Misra_2018_CVPR,
author = {Misra, Ishan and Girshick, Ross and Fergus, Rob and Hebert, Martial and Gupta, Abhinav and van der Maaten, Laurens},
title = {Learning by Asking Questions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Finding Tiny Faces in the Wild With Generative Adversarial Network
Yancheng Bai,
Yongqiang Zhang,
Mingli Ding,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Bai_2018_CVPR,
author = {Bai, Yancheng and Zhang, Yongqiang and Ding, Mingli and Ghanem, Bernard},
title = {Finding Tiny Faces in the Wild With Generative Adversarial Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Face Age Progression: A Pyramid Architecture of GANs
Hongyu Yang,
Di Huang,
Yunhong Wang,
Anil K. Jain
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Hongyu and Huang, Di and Wang, Yunhong and Jain, Anil K.},
title = {Learning Face Age Progression: A Pyramid Architecture of GANs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup
Huiwen Chang,
Jingwan Lu,
Fisher Yu,
Adam Finkelstein
[pdf]
[bibtex]
@InProceedings{Chang_2018_CVPR,
author = {Chang, Huiwen and Lu, Jingwan and Yu, Fisher and Finkelstein, Adam},
title = {PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB
Franziska Mueller,
Florian Bernard,
Oleksandr Sotnychenko,
Dushyant Mehta,
Srinath Sridhar,
Dan Casas,
Christian Theobalt
[pdf] [supp]
[bibtex]
@InProceedings{Mueller_2018_CVPR,
author = {Mueller, Franziska and Bernard, Florian and Sotnychenko, Oleksandr and Mehta, Dushyant and Sridhar, Srinath and Casas, Dan and Theobalt, Christian},
title = {GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Pose Specific Representations by Predicting Different Views
Georg Poier,
David Schinagl,
Horst Bischof
[pdf] [supp]
[bibtex]
@InProceedings{Poier_2018_CVPR,
author = {Poier, Georg and Schinagl, David and Bischof, Horst},
title = {Learning Pose Specific Representations by Predicting Different Views},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer
Hao-Shu Fang,
Guansong Lu,
Xiaolin Fang,
Jianwen Xie,
Yu-Wing Tai,
Cewu Lu
[pdf]
[bibtex]
@InProceedings{Fang_2018_CVPR,
author = {Fang, Hao-Shu and Lu, Guansong and Fang, Xiaolin and Xie, Jianwen and Tai, Yu-Wing and Lu, Cewu},
title = {Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Person Transfer GAN to Bridge Domain Gap for Person Re-Identification
Longhui Wei,
Shiliang Zhang,
Wen Gao,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Wei_2018_CVPR,
author = {Wei, Longhui and Zhang, Shiliang and Gao, Wen and Tian, Qi},
title = {Person Transfer GAN to Bridge Domain Gap for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cross-Modal Deep Variational Hand Pose Estimation
Adrian Spurr,
Jie Song,
Seonwook Park,
Otmar Hilliges
[pdf] [supp]
[bibtex]
@InProceedings{Spurr_2018_CVPR,
author = {Spurr, Adrian and Song, Jie and Park, Seonwook and Hilliges, Otmar},
title = {Cross-Modal Deep Variational Hand Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Disentangled Person Image Generation
Liqian Ma,
Qianru Sun,
Stamatios Georgoulis,
Luc Van Gool,
Bernt Schiele,
Mario Fritz
[pdf] [supp]
[bibtex]
@InProceedings{Ma_2018_CVPR,
author = {Ma, Liqian and Sun, Qianru and Georgoulis, Stamatios and Van Gool, Luc and Schiele, Bernt and Fritz, Mario},
title = {Disentangled Person Image Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs
Adrian Bulat,
Georgios Tzimiropoulos
[pdf] [supp]
[bibtex]
@InProceedings{Bulat_2018_CVPR,
author = {Bulat, Adrian and Tzimiropoulos, Georgios},
title = {Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multistage Adversarial Losses for Pose-Based Human Image Synthesis
Chenyang Si,
Wei Wang,
Liang Wang,
Tieniu Tan
[pdf]
[bibtex]
@InProceedings{Si_2018_CVPR,
author = {Si, Chenyang and Wang, Wei and Wang, Liang and Tan, Tieniu},
title = {Multistage Adversarial Losses for Pose-Based Human Image Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Rotation Averaging and Strong Duality
Anders Eriksson,
Carl Olsson,
Fredrik Kahl,
Tat-Jun Chin
[pdf] [supp]
[bibtex]
@InProceedings{Eriksson_2018_CVPR,
author = {Eriksson, Anders and Olsson, Carl and Kahl, Fredrik and Chin, Tat-Jun},
title = {Rotation Averaging and Strong Duality},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Hybrid Camera Pose Estimation
Federico Camposeco,
Andrea Cohen,
Marc Pollefeys,
Torsten Sattler
[pdf] [supp]
[bibtex]
@InProceedings{Camposeco_2018_CVPR,
author = {Camposeco, Federico and Cohen, Andrea and Pollefeys, Marc and Sattler, Torsten},
title = {Hybrid Camera Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem
Jesus Briales,
Laurent Kneip,
Javier Gonzalez-Jimenez
[pdf] [supp]
[bibtex]
@InProceedings{Briales_2018_CVPR,
author = {Briales, Jesus and Kneip, Laurent and Gonzalez-Jimenez, Javier},
title = {A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Single View Stereo Matching
Yue Luo,
Jimmy Ren,
Mude Lin,
Jiahao Pang,
Wenxiu Sun,
Hongsheng Li,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Luo_2018_CVPR,
author = {Luo, Yue and Ren, Jimmy and Lin, Mude and Pang, Jiahao and Sun, Wenxiu and Li, Hongsheng and Lin, Liang},
title = {Single View Stereo Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading
Bjoern Haefner,
Yvain Quéau,
Thomas Möllenhoff,
Daniel Cremers
[pdf] [supp]
[bibtex]
@InProceedings{Haefner_2018_CVPR,
author = {Haefner, Bjoern and Quéau, Yvain and Möllenhoff, Thomas and Cremers, Daniel},
title = {Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Depth Completion of a Single RGB-D Image
Yinda Zhang,
Thomas Funkhouser
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yinda and Funkhouser, Thomas},
title = {Deep Depth Completion of a Single RGB-D Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-View Harmonized Bilinear Network for 3D Object Recognition
Tan Yu,
Jingjing Meng,
Junsong Yuan
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Tan and Meng, Jingjing and Yuan, Junsong},
title = {Multi-View Harmonized Bilinear Network for 3D Object Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PPFNet: Global Context Aware Local Features for Robust 3D Point Matching
Haowen Deng,
Tolga Birdal,
Slobodan Ilic
[pdf]
[bibtex]
@InProceedings{Deng_2018_CVPR,
author = {Deng, Haowen and Birdal, Tolga and Ilic, Slobodan},
title = {PPFNet: Global Context Aware Local Features for Robust 3D Point Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation
Yaoqing Yang,
Chen Feng,
Yiru Shen,
Dong Tian
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Yaoqing and Feng, Chen and Shen, Yiru and Tian, Dong},
title = {FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Papier-Mâché Approach to Learning 3D Surface Generation
Thibault Groueix,
Matthew Fisher,
Vladimir G. Kim,
Bryan C. Russell,
Mathieu Aubry
[pdf] [supp]
[bibtex]
@InProceedings{Groueix_2018_CVPR,
author = {Groueix, Thibault and Fisher, Matthew and Kim, Vladimir G. and Russell, Bryan C. and Aubry, Mathieu},
title = {A Papier-Mâché Approach to Learning 3D Surface Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

LEGO: Learning Edge With Geometry All at Once by Watching Videos
Zhenheng Yang,
Peng Wang,
Yang Wang,
Wei Xu,
Ram Nevatia
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Zhenheng and Wang, Peng and Wang, Yang and Xu, Wei and Nevatia, Ram},
title = {LEGO: Learning Edge With Geometry All at Once by Watching Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras
Daniel Barath
[pdf]
[bibtex]
@InProceedings{Barath_2018_CVPR,
author = {Barath, Daniel},
title = {Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation
Danfei Xu,
Dragomir Anguelov,
Ashesh Jain
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Danfei and Anguelov, Dragomir and Jain, Ashesh},
title = {PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective
Suryansh Kumar,
Anoop Cherian,
Yuchao Dai,
Hongdong Li
[pdf] [supp]
[bibtex]
@InProceedings{Kumar_2018_CVPR,
author = {Kumar, Suryansh and Cherian, Anoop and Dai, Yuchao and Li, Hongdong},
title = {Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition
Yifan Feng,
Zizhao Zhang,
Xibin Zhao,
Rongrong Ji,
Yue Gao
[pdf]
[bibtex]
@InProceedings{Feng_2018_CVPR,
author = {Feng, Yifan and Zhang, Zizhao and Zhao, Xibin and Ji, Rongrong and Gao, Yue},
title = {GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Depth and Transient Imaging With Compressive SPAD Array Cameras
Qilin Sun,
Xiong Dun,
Yifan Peng,
Wolfgang Heidrich
[pdf]
[bibtex]
@InProceedings{Sun_2018_CVPR,
author = {Sun, Qilin and Dun, Xiong and Peng, Yifan and Heidrich, Wolfgang},
title = {Depth and Transient Imaging With Compressive SPAD Array Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation
Xiaojuan Qi,
Renjie Liao,
Zhengzhe Liu,
Raquel Urtasun,
Jiaya Jia
[pdf]
[bibtex]
@InProceedings{Qi_2018_CVPR,
author = {Qi, Xiaojuan and Liao, Renjie and Liu, Zhengzhe and Urtasun, Raquel and Jia, Jiaya},
title = {GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Real-Time Seamless Single Shot 6D Object Pose Prediction
Bugra Tekin,
Sudipta N. Sinha,
Pascal Fua
[pdf] [supp]
[bibtex]
@InProceedings{Tekin_2018_CVPR,
author = {Tekin, Bugra and Sinha, Sudipta N. and Fua, Pascal},
title = {Real-Time Seamless Single Shot 6D Object Pose Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene
Shubham Tulsiani,
Saurabh Gupta,
David F. Fouhey,
Alexei A. Efros,
Jitendra Malik
[pdf] [supp]
[bibtex]
@InProceedings{Tulsiani_2018_CVPR,
author = {Tulsiani, Shubham and Gupta, Saurabh and Fouhey, David F. and Efros, Alexei A. and Malik, Jitendra},
title = {Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Monocular Relative Depth Perception With Web Stereo Data Supervision
Ke Xian,
Chunhua Shen,
Zhiguo Cao,
Hao Lu,
Yang Xiao,
Ruibo Li,
Zhenbo Luo
[pdf]
[bibtex]
@InProceedings{Xian_2018_CVPR,
author = {Xian, Ke and Shen, Chunhua and Cao, Zhiguo and Lu, Hao and Xiao, Yang and Li, Ruibo and Luo, Zhenbo},
title = {Monocular Relative Depth Perception With Web Stereo Data Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Spline Error Weighting for Robust Visual-Inertial Fusion
Hannes Ovrén,
Per-Erik Forssén
[pdf] [supp]
[bibtex]
@InProceedings{Ovrén_2018_CVPR,
author = {Ovrén, Hannes and Forssén, Per-Erik},
title = {Spline Error Weighting for Robust Visual-Inertial Fusion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Single-Image Depth Estimation Based on Fourier Domain Analysis
Jae-Han Lee,
Minhyeok Heo,
Kyung-Rae Kim,
Chang-Su Kim
[pdf] [supp]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Jae-Han and Heo, Minhyeok and Kim, Kyung-Rae and Kim, Chang-Su},
title = {Single-Image Depth Estimation Based on Fourier Domain Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction
Huangying Zhan,
Ravi Garg,
Chamara Saroj Weerasekera,
Kejie Li,
Harsh Agarwal,
Ian Reid
[pdf] [supp]
[bibtex]
@InProceedings{Zhan_2018_CVPR,
author = {Zhan, Huangying and Garg, Ravi and Saroj Weerasekera, Chamara and Li, Kejie and Agarwal, Harsh and Reid, Ian},
title = {Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Detect-and-Track: Efficient Pose Estimation in Videos
Rohit Girdhar,
Georgia Gkioxari,
Lorenzo Torresani,
Manohar Paluri,
Du Tran
[pdf]
[bibtex]
@InProceedings{Girdhar_2018_CVPR,
author = {Girdhar, Rohit and Gkioxari, Georgia and Torresani, Lorenzo and Paluri, Manohar and Tran, Du},
title = {Detect-and-Track: Efficient Pose Estimation in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors
Xuanyi Dong,
Shoou-I Yu,
Xinshuo Weng,
Shih-En Wei,
Yi Yang,
Yaser Sheikh
[pdf]
[bibtex]
@InProceedings{Dong_2018_CVPR,
author = {Dong, Xuanyi and Yu, Shoou-I and Weng, Xinshuo and Wei, Shih-En and Yang, Yi and Sheikh, Yaser},
title = {Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
Shuang Li,
Slawomir Bak,
Peter Carr,
Xiaogang Wang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Shuang and Bak, Slawomir and Carr, Peter and Wang, Xiaogang},
title = {Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Style Aggregated Network for Facial Landmark Detection
Xuanyi Dong,
Yan Yan,
Wanli Ouyang,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Dong_2018_CVPR,
author = {Dong, Xuanyi and Yan, Yan and Ouyang, Wanli and Yang, Yi},
title = {Style Aggregated Network for Facial Landmark Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision
Yaojie Liu,
Amin Jourabloo,
Xiaoming Liu
[pdf]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Yaojie and Jourabloo, Amin and Liu, Xiaoming},
title = {Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation
Kai Li,
Junliang Xing,
Chi Su,
Weiming Hu,
Yundong Zhang,
Stephen Maybank
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Kai and Xing, Junliang and Su, Chi and Hu, Weiming and Zhang, Yundong and Maybank, Stephen},
title = {Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

First-Person Hand Action Benchmark With RGB-D Videos and 3D Hand Pose Annotations
Guillermo Garcia-Hernando,
Shanxin Yuan,
Seungryul Baek,
Tae-Kyun Kim
[pdf]
[bibtex]
@InProceedings{Garcia-Hernando_2018_CVPR,
author = {Garcia-Hernando, Guillermo and Yuan, Shanxin and Baek, Seungryul and Kim, Tae-Kyun},
title = {First-Person Hand Action Benchmark With RGB-D Videos and 3D Hand Pose Annotations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking
M. Saquib Sarfraz,
Arne Schumann,
Andreas Eberle,
Rainer Stiefelhagen
[pdf]
[bibtex]
@InProceedings{Sarfraz_2018_CVPR,
author = {Saquib Sarfraz, M. and Schumann, Arne and Eberle, Andreas and Stiefelhagen, Rainer},
title = {A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment
Amit Kumar,
Rama Chellappa
[pdf] [supp]
[bibtex]
@InProceedings{Kumar_2018_CVPR,
author = {Kumar, Amit and Chellappa, Rama},
title = {Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation
Kang Wang,
Rui Zhao,
Qiang Ji
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Kang and Zhao, Rui and Ji, Qiang},
title = {A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition
Yizhou Zhou,
Xiaoyan Sun,
Zheng-Jun Zha,
Wenjun Zeng
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Yizhou and Sun, Xiaoyan and Zha, Zheng-Jun and Zeng, Wenjun},
title = {MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Estimate 3D Human Pose and Shape From a Single Color Image
Georgios Pavlakos,
Luyang Zhu,
Xiaowei Zhou,
Kostas Daniilidis
[pdf] [supp]
[bibtex]
@InProceedings{Pavlakos_2018_CVPR,
author = {Pavlakos, Georgios and Zhu, Luyang and Zhou, Xiaowei and Daniilidis, Kostas},
title = {Learning to Estimate 3D Human Pose and Shape From a Single Color Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points
Fabien Baradel,
Christian Wolf,
Julien Mille,
Graham W. Taylor
[pdf]
[bibtex]
@InProceedings{Baradel_2018_CVPR,
author = {Baradel, Fabien and Wolf, Christian and Mille, Julien and Taylor, Graham W.},
title = {Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Context-Aware Deep Feature Compression for High-Speed Visual Tracking
Jongwon Choi,
Hyung Jin Chang,
Tobias Fischer,
Sangdoo Yun,
Kyuewang Lee,
Jiyeoup Jeong,
Yiannis Demiris,
Jin Young Choi
[pdf] [supp]
[bibtex]
@InProceedings{Choi_2018_CVPR,
author = {Choi, Jongwon and Jin Chang, Hyung and Fischer, Tobias and Yun, Sangdoo and Lee, Kyuewang and Jeong, Jiyeoup and Demiris, Yiannis and Young Choi, Jin},
title = {Context-Aware Deep Feature Compression for High-Speed Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Correlation Tracking via Joint Discrimination and Reliability Learning
Chong Sun,
Dong Wang,
Huchuan Lu,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Sun_2018_CVPR,
author = {Sun, Chong and Wang, Dong and Lu, Huchuan and Yang, Ming-Hsuan},
title = {Correlation Tracking via Joint Discrimination and Reliability Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PhaseNet for Video Frame Interpolation
Simone Meyer,
Abdelaziz Djelouah,
Brian McWilliams,
Alexander Sorkine-Hornung,
Markus Gross,
Christopher Schroers
[pdf] [supp]
[bibtex]
@InProceedings{Meyer_2018_CVPR,
author = {Meyer, Simone and Djelouah, Abdelaziz and McWilliams, Brian and Sorkine-Hornung, Alexander and Gross, Markus and Schroers, Christopher},
title = {PhaseNet for Video Frame Interpolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation
Pia Bideau,
Aruni RoyChowdhury,
Rakesh R. Menon,
Erik Learned-Miller
[pdf] [supp]
[bibtex]
@InProceedings{Bideau_2018_CVPR,
author = {Bideau, Pia and RoyChowdhury, Aruni and Menon, Rakesh R. and Learned-Miller, Erik},
title = {The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning
Xingping Dong,
Jianbing Shen,
Wenguan Wang,
Yu Liu,
Ling Shao,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Dong_2018_CVPR,
author = {Dong, Xingping and Shen, Jianbing and Wang, Wenguan and Liu, Yu and Shao, Ling and Porikli, Fatih},
title = {Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Scale-Transferrable Object Detection
Peng Zhou,
Bingbing Ni,
Cong Geng,
Jianguo Hu,
Yi Xu
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Peng and Ni, Bingbing and Geng, Cong and Hu, Jianguo and Xu, Yi},
title = {Scale-Transferrable Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Prior-Less Method for Multi-Face Tracking in Unconstrained Videos
Chung-Ching Lin,
Ying Hung
[pdf] [supp]
[bibtex]
@InProceedings{Lin_2018_CVPR,
author = {Lin, Chung-Ching and Hung, Ying},
title = {A Prior-Less Method for Multi-Face Tracking in Unconstrained Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Flow Correlation Tracking With Spatial-Temporal Attention
Zheng Zhu,
Wei Wu,
Wei Zou,
Junjie Yan
[pdf] [supp]
[bibtex]
@InProceedings{Zhu_2018_CVPR,
author = {Zhu, Zheng and Wu, Wei and Zou, Wei and Yan, Junjie},
title = {End-to-End Flow Correlation Tracking With Spatial-Temporal Attention},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Texture Manifold for Ground Terrain Recognition
Jia Xue,
Hang Zhang,
Kristin Dana
[pdf]
[bibtex]
@InProceedings{Xue_2018_CVPR,
author = {Xue, Jia and Zhang, Hang and Dana, Kristin},
title = {Deep Texture Manifold for Ground Terrain Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Superpixels With Segmentation-Aware Affinity Loss
Wei-Chih Tu,
Ming-Yu Liu,
Varun Jampani,
Deqing Sun,
Shao-Yi Chien,
Ming-Hsuan Yang,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Tu_2018_CVPR,
author = {Tu, Wei-Chih and Liu, Ming-Yu and Jampani, Varun and Sun, Deqing and Chien, Shao-Yi and Yang, Ming-Hsuan and Kautz, Jan},
title = {Learning Superpixels With Segmentation-Aware Affinity Loss},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Interactive Image Segmentation With Latent Diversity
Zhuwen Li,
Qifeng Chen,
Vladlen Koltun
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Zhuwen and Chen, Qifeng and Koltun, Vladlen},
title = {Interactive Image Segmentation With Latent Diversity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Zhang,
Phillip Isola,
Alexei A. Efros,
Eli Shechtman,
Oliver Wang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Richard and Isola, Phillip and Efros, Alexei A. and Shechtman, Eli and Wang, Oliver},
title = {The Unreasonable Effectiveness of Deep Features as a Perceptual Metric},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Local Descriptors Optimized for Average Precision
Kun He,
Yan Lu,
Stan Sclaroff
[pdf] [supp]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Kun and Lu, Yan and Sclaroff, Stan},
title = {Local Descriptors Optimized for Average Precision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform
Xintao Wang,
Ke Yu,
Chao Dong,
Chen Change Loy
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xintao and Yu, Ke and Dong, Chao and Change Loy, Chen},
title = {Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Extreme Cut: From Extreme Points to Object Segmentation
Kevis-Kokitsi Maninis,
Sergi Caelles,
Jordi Pont-Tuset,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Maninis_2018_CVPR,
author = {Maninis, Kevis-Kokitsi and Caelles, Sergi and Pont-Tuset, Jordi and Van Gool, Luc},
title = {Deep Extreme Cut: From Extreme Points to Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Parse Wireframes in Images of Man-Made Environments
Kun Huang,
Yifan Wang,
Zihan Zhou,
Tianjiao Ding,
Shenghua Gao,
Yi Ma
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Kun and Wang, Yifan and Zhou, Zihan and Ding, Tianjiao and Gao, Shenghua and Ma, Yi},
title = {Learning to Parse Wireframes in Images of Man-Made Environments},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Occlusion-Aware Rolling Shutter Rectification of 3D Scenes
Subeesh Vasu,
Mahesh Mohan M. R.,
A. N. Rajagopalan
[pdf] [supp]
[bibtex]
@InProceedings{Vasu_2018_CVPR,
author = {Vasu, Subeesh and Mohan, Mahesh M. R. and Rajagopalan, A. N.},
title = {Occlusion-Aware Rolling Shutter Rectification of 3D Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds
Ran Yi,
Yong-Jin Liu,
Yu-Kun Lai
[pdf] [supp]
[bibtex]
@InProceedings{Yi_2018_CVPR,
author = {Yi, Ran and Liu, Yong-Jin and Lai, Yu-Kun},
title = {Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Intrinsic Image Transformation via Scale Space Decomposition
Lechao Cheng,
Chengyi Zhang,
Zicheng Liao
[pdf]
[bibtex]
@InProceedings{Cheng_2018_CVPR,
author = {Cheng, Lechao and Zhang, Chengyi and Liao, Zicheng},
title = {Intrinsic Image Transformation via Scale Space Decomposition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learned Shape-Tailored Descriptors for Segmentation
Naeemullah Khan,
Ganesh Sundaramoorthi
[pdf] [supp]
[bibtex]
@InProceedings{Khan_2018_CVPR,
author = {Khan, Naeemullah and Sundaramoorthi, Ganesh},
title = {Learned Shape-Tailored Descriptors for Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing
Dan Xu,
Wanli Ouyang,
Xiaogang Wang,
Nicu Sebe
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Dan and Ouyang, Wanli and Wang, Xiaogang and Sebe, Nicu},
title = {PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Image Semantic Matching by Mining Consistent Features
Qianqian Wang,
Xiaowei Zhou,
Kostas Daniilidis
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Qianqian and Zhou, Xiaowei and Daniilidis, Kostas},
title = {Multi-Image Semantic Matching by Mining Consistent Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network
He Zhang,
Vishal M. Patel
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, He and Patel, Vishal M.},
title = {Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Joint Cuts and Matching of Partitions in One Graph
Tianshu Yu,
Junchi Yan,
Jieyi Zhao,
Baoxin Li
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Tianshu and Yan, Junchi and Zhao, Jieyi and Li, Baoxin},
title = {Joint Cuts and Matching of Partitions in One Graph},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Progressive Attention Guided Recurrent Network for Salient Object Detection
Xiaoning Zhang,
Tiantian Wang,
Jinqing Qi,
Huchuan Lu,
Gang Wang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Xiaoning and Wang, Tiantian and Qi, Jinqing and Lu, Huchuan and Wang, Gang},
title = {Progressive Attention Guided Recurrent Network for Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fast and Accurate Single Image Super-Resolution via Information Distillation Network
Zheng Hui,
Xiumei Wang,
Xinbo Gao
[pdf]
[bibtex]
@InProceedings{Hui_2018_CVPR,
author = {Hui, Zheng and Wang, Xiumei and Gao, Xinbo},
title = {Fast and Accurate Single Image Super-Resolution via Information Distillation Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning
Kwan-Yee Lin,
Guanxiang Wang
[pdf] [supp]
[bibtex]
@InProceedings{Lin_2018_CVPR,
author = {Lin, Kwan-Yee and Wang, Guanxiang},
title = {Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

NAG: Network for Adversary Generation
Konda Reddy Mopuri,
Utkarsh Ojha,
Utsav Garg,
R. Venkatesh Babu
[pdf]
[bibtex]
@InProceedings{Mopuri_2018_CVPR,
author = {Reddy Mopuri, Konda and Ojha, Utkarsh and Garg, Utsav and Venkatesh Babu, R.},
title = {NAG: Network for Adversary Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic-Structured Semantic Propagation Network
Xiaodan Liang,
Hongfei Zhou,
Eric Xing
[pdf]
[bibtex]
@InProceedings{Liang_2018_CVPR,
author = {Liang, Xiaodan and Zhou, Hongfei and Xing, Eric},
title = {Dynamic-Structured Semantic Propagation Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery
Zhongzheng Ren,
Yong Jae Lee
[pdf]
[bibtex]
@InProceedings{Ren_2018_CVPR,
author = {Ren, Zhongzheng and Jae Lee, Yong},
title = {Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Two-Step Disentanglement Method
Naama Hadad,
Lior Wolf,
Moni Shahar
[pdf]
[bibtex]
@InProceedings{Hadad_2018_CVPR,
author = {Hadad, Naama and Wolf, Lior and Shahar, Moni},
title = {A Two-Step Disentanglement Method},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Robust Facial Landmark Detection via a Fully-Convolutional Local-Global Context Network
Daniel Merget,
Matthias Rock,
Gerhard Rigoll
[pdf]
[bibtex]
@InProceedings{Merget_2018_CVPR,
author = {Merget, Daniel and Rock, Matthias and Rigoll, Gerhard},
title = {Robust Facial Landmark Detection via a Fully-Convolutional Local-Global Context Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Decorrelated Batch Normalization
Lei Huang,
Dawei Yang,
Bo Lang,
Jia Deng
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Lei and Yang, Dawei and Lang, Bo and Deng, Jia},
title = {Decorrelated Batch Normalization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Sketch With Shortcut Cycle Consistency
Jifei Song,
Kaiyue Pang,
Yi-Zhe Song,
Tao Xiang,
Timothy M. Hospedales
[pdf]
[bibtex]
@InProceedings{Song_2018_CVPR,
author = {Song, Jifei and Pang, Kaiyue and Song, Yi-Zhe and Xiang, Tao and Hospedales, Timothy M.},
title = {Learning to Sketch With Shortcut Cycle Consistency},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Towards a Mathematical Understanding of the Difficulty in Learning With Feedforward Neural Networks
Hao Shen
[pdf] [supp]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Hao},
title = {Towards a Mathematical Understanding of the Difficulty in Learning With Feedforward Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis
Yujun Shen,
Ping Luo,
Junjie Yan,
Xiaogang Wang,
Xiaoou Tang
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yujun and Luo, Ping and Yan, Junjie and Wang, Xiaogang and Tang, Xiaoou},
title = {FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Constrained Deep Neural Network for Ordinal Regression
Yanzhu Liu,
Adams Wai Kin Kong,
Chi Keong Goh
[pdf]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Yanzhu and Wai Kin Kong, Adams and Keong Goh, Chi},
title = {A Constrained Deep Neural Network for Ordinal Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Modulated Convolutional Networks
Xiaodi Wang,
Baochang Zhang,
Ce Li,
Rongrong Ji,
Jungong Han,
Xianbin Cao,
Jianzhuang Liu
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xiaodi and Zhang, Baochang and Li, Ce and Ji, Rongrong and Han, Jungong and Cao, Xianbin and Liu, Jianzhuang},
title = {Modulated Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Steerable Filters for Rotation Equivariant CNNs
Maurice Weiler,
Fred A. Hamprecht,
Martin Storath
[pdf] [supp]
[bibtex]
@InProceedings{Weiler_2018_CVPR,
author = {Weiler, Maurice and Hamprecht, Fred A. and Storath, Martin},
title = {Learning Steerable Filters for Rotation Equivariant CNNs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++
David Acuna,
Huan Ling,
Amlan Kar,
Sanja Fidler
[pdf] [supp]
[bibtex]
@InProceedings{Acuna_2018_CVPR,
author = {Acuna, David and Ling, Huan and Kar, Amlan and Fidler, Sanja},
title = {Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels
Matthias Fey,
Jan Eric Lenssen,
Frank Weichert,
Heinrich Müller
[pdf] [supp]
[bibtex]
@InProceedings{Fey_2018_CVPR,
author = {Fey, Matthias and Eric Lenssen, Jan and Weichert, Frank and Müller, Heinrich},
title = {SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

GAGAN: Geometry-Aware Generative Adversarial Networks
Jean Kossaifi,
Linh Tran,
Yannis Panagakis,
Maja Pantic
[pdf]
[bibtex]
@InProceedings{Kossaifi_2018_CVPR,
author = {Kossaifi, Jean and Tran, Linh and Panagakis, Yannis and Pantic, Maja},
title = {GAGAN: Geometry-Aware Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

On the Robustness of Semantic Segmentation Models to Adversarial Attacks
Anurag Arnab,
Ondrej Miksik,
Philip H.S. Torr
[pdf] [supp]
[bibtex]
@InProceedings{Arnab_2018_CVPR,
author = {Arnab, Anurag and Miksik, Ondrej and Torr, Philip H.S.},
title = {On the Robustness of Semantic Segmentation Models to Adversarial Attacks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence
Tianlu Wang,
Kota Yamaguchi,
Vicente Ordonez
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Tianlu and Yamaguchi, Kota and Ordonez, Vicente},
title = {Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes
Xin Yu,
Basura Fernando,
Richard Hartley,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Xin and Fernando, Basura and Hartley, Richard and Porikli, Fatih},
title = {Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Frustum PointNets for 3D Object Detection From RGB-D Data
Charles R. Qi,
Wei Liu,
Chenxia Wu,
Hao Su,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Qi_2018_CVPR,
author = {Qi, Charles R. and Liu, Wei and Wu, Chenxia and Su, Hao and Guibas, Leonidas J.},
title = {Frustum PointNets for 3D Object Detection From RGB-D Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection
Yongqiang Zhang,
Yancheng Bai,
Mingli Ding,
Yongqiang Li,
Bernard Ghanem
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yongqiang and Bai, Yancheng and Ding, Mingli and Li, Yongqiang and Ghanem, Bernard},
title = {W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

3D Object Detection With Latent Support Surfaces
Zhile Ren,
Erik B. Sudderth
[pdf]
[bibtex]
@InProceedings{Ren_2018_CVPR,
author = {Ren, Zhile and Sudderth, Erik B.},
title = {3D Object Detection With Latent Support Surfaces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization
Peihua Li,
Jiangtao Xie,
Qilong Wang,
Zilin Gao
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Peihua and Xie, Jiangtao and Wang, Qilong and Gao, Zilin},
title = {Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Recurrent Scene Parsing With Perspective Understanding in the Loop
Shu Kong,
Charless C. Fowlkes
[pdf] [supp]
[bibtex]
@InProceedings{Kong_2018_CVPR,
author = {Kong, Shu and Fowlkes, Charless C.},
title = {Recurrent Scene Parsing With Perspective Understanding in the Loop},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors
Junhyug Noh,
Soochan Lee,
Beomsu Kim,
Gunhee Kim
[pdf] [supp]
[bibtex]
@InProceedings{Noh_2018_CVPR,
author = {Noh, Junhyug and Lee, Soochan and Kim, Beomsu and Kim, Gunhee},
title = {Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Act Properly: Predicting and Explaining Affordances From Images
Ching-Yao Chuang,
Jiaman Li,
Antonio Torralba,
Sanja Fidler
[pdf]
[bibtex]
@InProceedings{Chuang_2018_CVPR,
author = {Chuang, Ching-Yao and Li, Jiaman and Torralba, Antonio and Fidler, Sanja},
title = {Learning to Act Properly: Predicting and Explaining Affordances From Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pointwise Convolutional Neural Networks
Binh-Son Hua,
Minh-Khoi Tran,
Sai-Kit Yeung
[pdf]
[bibtex]
@InProceedings{Hua_2018_CVPR,
author = {Hua, Binh-Son and Tran, Minh-Khoi and Yeung, Sai-Kit},
title = {Pointwise Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification
Weijian Deng,
Liang Zheng,
Qixiang Ye,
Guoliang Kang,
Yi Yang,
Jianbin Jiao
[pdf]
[bibtex]
@InProceedings{Deng_2018_CVPR,
author = {Deng, Weijian and Zheng, Liang and Ye, Qixiang and Kang, Guoliang and Yang, Yi and Jiao, Jianbin},
title = {Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts
Yizhe Zhu,
Mohamed Elhoseiny,
Bingchen Liu,
Xi Peng,
Ahmed Elgammal
[pdf]
[bibtex]
@InProceedings{Zhu_2018_CVPR,
author = {Zhu, Yizhe and Elhoseiny, Mohamed and Liu, Bingchen and Peng, Xi and Elgammal, Ahmed},
title = {A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Tensorize, Factorize and Regularize: Robust Visual Relationship Learning
Seong Jae Hwang,
Sathya N. Ravi,
Zirui Tao,
Hyunwoo J. Kim,
Maxwell D. Collins,
Vikas Singh
[pdf]
[bibtex]
@InProceedings{Hwang_2018_CVPR,
author = {Jae Hwang, Seong and Ravi, Sathya N. and Tao, Zirui and Kim, Hyunwoo J. and Collins, Maxwell D. and Singh, Vikas},
title = {Tensorize, Factorize and Regularize: Robust Visual Relationship Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Transductive Unbiased Embedding for Zero-Shot Learning
Jie Song,
Chengchao Shen,
Yezhou Yang,
Yang Liu,
Mingli Song
[pdf]
[bibtex]
@InProceedings{Song_2018_CVPR,
author = {Song, Jie and Shen, Chengchao and Yang, Yezhou and Liu, Yang and Song, Mingli},
title = {Transductive Unbiased Embedding for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Hierarchical Novelty Detection for Visual Object Recognition
Kibok Lee,
Kimin Lee,
Kyle Min,
Yuting Zhang,
Jinwoo Shin,
Honglak Lee
[pdf] [supp]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Kibok and Lee, Kimin and Min, Kyle and Zhang, Yuting and Shin, Jinwoo and Lee, Honglak},
title = {Hierarchical Novelty Detection for Visual Object Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks
Long Chen,
Hanwang Zhang,
Jun Xiao,
Wei Liu,
Shih-Fu Chang
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Long and Zhang, Hanwang and Xiao, Jun and Liu, Wei and Chang, Shih-Fu},
title = {Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Rich Features for Image Manipulation Detection
Peng Zhou,
Xintong Han,
Vlad I. Morariu,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Peng and Han, Xintong and Morariu, Vlad I. and Davis, Larry S.},
title = {Learning Rich Features for Image Manipulation Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Human Semantic Parsing for Person Re-Identification
Mahdi M. Kalayeh,
Emrah Basaran,
Muhittin Gökmen,
Mustafa E. Kamasak,
Mubarak Shah
[pdf]
[bibtex]
@InProceedings{Kalayeh_2018_CVPR,
author = {Kalayeh, Mahdi M. and Basaran, Emrah and Gökmen, Muhittin and Kamasak, Mustafa E. and Shah, Mubarak},
title = {Human Semantic Parsing for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Stacked Latent Attention for Multimodal Reasoning
Haoqi Fan,
Jiatong Zhou
[pdf]
[bibtex]
@InProceedings{Fan_2018_CVPR,
author = {Fan, Haoqi and Zhou, Jiatong},
title = {Stacked Latent Attention for Multimodal Reasoning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

R-FCN-3000 at 30fps: Decoupling Detection and Classification
Bharat Singh,
Hengduo Li,
Abhishek Sharma,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Singh_2018_CVPR,
author = {Singh, Bharat and Li, Hengduo and Sharma, Abhishek and Davis, Larry S.},
title = {R-FCN-3000 at 30fps: Decoupling Detection and Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
Yuhong Li,
Xiaofan Zhang,
Deming Chen
[pdf] [supp]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Yuhong and Zhang, Xiaofan and Chen, Deming},
title = {CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Revisiting Knowledge Transfer for Training Object Class Detectors
Jasper Uijlings,
Stefan Popov,
Vittorio Ferrari
[pdf]
[bibtex]
@InProceedings{Uijlings_2018_CVPR,
author = {Uijlings, Jasper and Popov, Stefan and Ferrari, Vittorio},
title = {Revisiting Knowledge Transfer for Training Object Class Detectors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons
Edward Kim,
Darryl Hannan,
Garrett Kenyon
[pdf]
[bibtex]
@InProceedings{Kim_2018_CVPR,
author = {Kim, Edward and Hannan, Darryl and Kenyon, Garrett},
title = {Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

On the Convergence of PatchMatch and Its Variants
Thibaud Ehret,
Pablo Arias
[pdf] [supp]
[bibtex]
@InProceedings{Ehret_2018_CVPR,
author = {Ehret, Thibaud and Arias, Pablo},
title = {On the Convergence of PatchMatch and Its Variants},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Rethinking the Faster R-CNN Architecture for Temporal Action Localization
Yu-Wei Chao,
Sudheendra Vijayanarasimhan,
Bryan Seybold,
David A. Ross,
Jia Deng,
Rahul Sukthankar
[pdf] [supp]
[bibtex]
@InProceedings{Chao_2018_CVPR,
author = {Chao, Yu-Wei and Vijayanarasimhan, Sudheendra and Seybold, Bryan and Ross, David A. and Deng, Jia and Sukthankar, Rahul},
title = {Rethinking the Faster R-CNN Architecture for Temporal Action Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MoNet: Deep Motion Exploitation for Video Object Segmentation
Huaxin Xiao,
Jiashi Feng,
Guosheng Lin,
Yu Liu,
Maojun Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Xiao_2018_CVPR,
author = {Xiao, Huaxin and Feng, Jiashi and Lin, Guosheng and Liu, Yu and Zhang, Maojun},
title = {MoNet: Deep Motion Exploitation for Video Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Video Representation Learning Using Discriminative Pooling
Jue Wang,
Anoop Cherian,
Fatih Porikli,
Stephen Gould
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Jue and Cherian, Anoop and Porikli, Fatih and Gould, Stephen},
title = {Video Representation Learning Using Discriminative Pooling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Recognizing Human Actions as the Evolution of Pose Estimation Maps
Mengyuan Liu,
Junsong Yuan
[pdf]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Mengyuan and Yuan, Junsong},
title = {Recognizing Human Actions as the Evolution of Pose Estimation Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding
Dapeng Chen,
Hongsheng Li,
Tong Xiao,
Shuai Yi,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Dapeng and Li, Hongsheng and Xiao, Tong and Yi, Shuai and Wang, Xiaogang},
title = {Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Mask-Guided Contrastive Attention Model for Person Re-Identification
Chunfeng Song,
Yan Huang,
Wanli Ouyang,
Liang Wang
[pdf] [supp]
[bibtex]
@InProceedings{Song_2018_CVPR,
author = {Song, Chunfeng and Huang, Yan and Ouyang, Wanli and Wang, Liang},
title = {Mask-Guided Contrastive Attention Model for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning
Yuhua Chen,
Jordi Pont-Tuset,
Alberto Montes,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Yuhua and Pont-Tuset, Jordi and Montes, Alberto and Van Gool, Luc},
title = {Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Compare: Relation Network for Few-Shot Learning
Flood Sung,
Yongxin Yang,
Li Zhang,
Tao Xiang,
Philip H.S. Torr,
Timothy M. Hospedales
[pdf]
[bibtex]
@InProceedings{Sung_2018_CVPR,
author = {Sung, Flood and Yang, Yongxin and Zhang, Li and Xiang, Tao and Torr, Philip H.S. and Hospedales, Timothy M.},
title = {Learning to Compare: Relation Network for Few-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

COCO-Stuff: Thing and Stuff Classes in Context
Holger Caesar,
Jasper Uijlings,
Vittorio Ferrari
[pdf]
[bibtex]
@InProceedings{Caesar_2018_CVPR,
author = {Caesar, Holger and Uijlings, Jasper and Ferrari, Vittorio},
title = {COCO-Stuff: Thing and Stuff Classes in Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image Generation From Scene Graphs
Justin Johnson,
Agrim Gupta,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Johnson_2018_CVPR,
author = {Johnson, Justin and Gupta, Agrim and Fei-Fei, Li},
title = {Image Generation From Scene Graphs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Cauchy Hashing for Hamming Space Retrieval
Yue Cao,
Mingsheng Long,
Bin Liu,
Jianmin Wang
[pdf]
[bibtex]
@InProceedings{Cao_2018_CVPR,
author = {Cao, Yue and Long, Mingsheng and Liu, Bin and Wang, Jianmin},
title = {Deep Cauchy Hashing for Hamming Space Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Look Around: Intelligently Exploring Unseen Environments for Unknown Tasks
Dinesh Jayaraman,
Kristen Grauman
[pdf]
[bibtex]
@InProceedings{Jayaraman_2018_CVPR,
author = {Jayaraman, Dinesh and Grauman, Kristen},
title = {Learning to Look Around: Intelligently Exploring Unseen Environments for Unknown Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Scale Location-Aware Kernel Representation for Object Detection
Hao Wang,
Qilong Wang,
Mingqi Gao,
Peihua Li,
Wangmeng Zuo
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Hao and Wang, Qilong and Gao, Mingqi and Li, Peihua and Zuo, Wangmeng},
title = {Multi-Scale Location-Aware Kernel Representation for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria
Jufeng Yang,
Xiaoxiao Sun,
Jie Liang,
Paul L. Rosin
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Jufeng and Sun, Xiaoxiao and Liang, Jie and Rosin, Paul L.},
title = {Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Compare and Contrast: Learning Prominent Visual Differences
Steven Chen,
Kristen Grauman
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Steven and Grauman, Kristen},
title = {Compare and Contrast: Learning Prominent Visual Differences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning
Weifeng Ge,
Sibei Yang,
Yizhou Yu
[pdf] [supp]
[bibtex]
@InProceedings{Ge_2018_CVPR,
author = {Ge, Weifeng and Yang, Sibei and Yu, Yizhou},
title = {Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN
Yue Cao,
Bin Liu,
Mingsheng Long,
Jianmin Wang
[pdf]
[bibtex]
@InProceedings{Cao_2018_CVPR,
author = {Cao, Yue and Liu, Bin and Long, Mingsheng and Wang, Jianmin},
title = {HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Min-Entropy Latent Model for Weakly Supervised Object Detection
Fang Wan,
Pengxu Wei,
Jianbin Jiao,
Zhenjun Han,
Qixiang Ye
[pdf]
[bibtex]
@InProceedings{Wan_2018_CVPR,
author = {Wan, Fang and Wei, Pengxu and Jiao, Jianbin and Han, Zhenjun and Ye, Qixiang},
title = {Min-Entropy Latent Model for Weakly Supervised Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MAttNet: Modular Attention Network for Referring Expression Comprehension
Licheng Yu,
Zhe Lin,
Xiaohui Shen,
Jimei Yang,
Xin Lu,
Mohit Bansal,
Tamara L. Berg
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Licheng and Lin, Zhe and Shen, Xiaohui and Yang, Jimei and Lu, Xin and Bansal, Mohit and Berg, Tamara L.},
title = {MAttNet: Modular Attention Network for Referring Expression Comprehension},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks
Tao Xu,
Pengchuan Zhang,
Qiuyuan Huang,
Han Zhang,
Zhe Gan,
Xiaolei Huang,
Xiaodong He
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Tao and Zhang, Pengchuan and Huang, Qiuyuan and Zhang, Han and Gan, Zhe and Huang, Xiaolei and He, Xiaodong},
title = {AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Adversarial Complementary Learning for Weakly Supervised Object Localization
Xiaolin Zhang,
Yunchao Wei,
Jiashi Feng,
Yi Yang,
Thomas S. Huang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Xiaolin and Wei, Yunchao and Feng, Jiashi and Yang, Yi and Huang, Thomas S.},
title = {Adversarial Complementary Learning for Weakly Supervised Object Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Conditional Generative Adversarial Network for Structured Domain Adaptation
Weixiang Hong,
Zhenzhen Wang,
Ming Yang,
Junsong Yuan
[pdf]
[bibtex]
@InProceedings{Hong_2018_CVPR,
author = {Hong, Weixiang and Wang, Zhenzhen and Yang, Ming and Yuan, Junsong},
title = {Conditional Generative Adversarial Network for Structured Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints
Fuhai Chen,
Rongrong Ji,
Xiaoshuai Sun,
Yongjian Wu,
Jinsong Su
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Fuhai and Ji, Rongrong and Sun, Xiaoshuai and Wu, Yongjian and Su, Jinsong},
title = {GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features
Xiang Wang,
Shaodi You,
Xi Li,
Huimin Ma
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xiang and You, Shaodi and Li, Xi and Ma, Huimin},
title = {Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Bootstrapping the Performance of Webly Supervised Semantic Segmentation
Tong Shen,
Guosheng Lin,
Chunhua Shen,
Ian Reid
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Tong and Lin, Guosheng and Shen, Chunhua and Reid, Ian},
title = {Bootstrapping the Performance of Webly Supervised Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion
Zhishuai Zhang,
Cihang Xie,
Jianyu Wang,
Lingxi Xie,
Alan L. Yuille
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Zhishuai and Xie, Cihang and Wang, Jianyu and Xie, Lingxi and Yuille, Alan L.},
title = {DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometry-Aware Scene Text Detection With Instance Transformation Network
Fangfang Wang,
Liming Zhao,
Xi Li,
Xinchao Wang,
Dacheng Tao
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Fangfang and Zhao, Liming and Li, Xi and Wang, Xinchao and Tao, Dacheng},
title = {Geometry-Aware Scene Text Detection With Instance Transformation Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition
Shuyang Sun,
Zhanghui Kuang,
Lu Sheng,
Wanli Ouyang,
Wei Zhang
[pdf]
[bibtex]
@InProceedings{Sun_2018_CVPR,
author = {Sun, Shuyang and Kuang, Zhanghui and Sheng, Lu and Ouyang, Wanli and Zhang, Wei},
title = {Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Motion-Guided Cascaded Refinement Network for Video Object Segmentation
Ping Hu,
Gang Wang,
Xiangfei Kong,
Jason Kuen,
Yap-Peng Tan
[pdf]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Ping and Wang, Gang and Kong, Xiangfei and Kuen, Jason and Tan, Yap-Peng},
title = {Motion-Guided Cascaded Refinement Network for Video Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos
Sangho Lee,
Jinyoung Sung,
Youngjae Yu,
Gunhee Kim
[pdf]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Sangho and Sung, Jinyoung and Yu, Youngjae and Kim, Gunhee},
title = {A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos
Hsien-Tzu Cheng,
Chun-Hung Chao,
Jin-Dong Dong,
Hao-Kai Wen,
Tyng-Luh Liu,
Min Sun
[pdf]
[bibtex]
@InProceedings{Cheng_2018_CVPR,
author = {Cheng, Hsien-Tzu and Chao, Chun-Hung and Dong, Jin-Dong and Wen, Hao-Kai and Liu, Tyng-Luh and Sun, Min},
title = {Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Appearance-and-Relation Networks for Video Classification
Limin Wang,
Wei Li,
Wen Li,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Limin and Li, Wei and Li, Wen and Van Gool, Luc},
title = {Appearance-and-Relation Networks for Video Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Excitation Backprop for RNNs
Sarah Adel Bargal,
Andrea Zunino,
Donghyun Kim,
Jianming Zhang,
Vittorio Murino,
Stan Sclaroff
[pdf] [supp]
[bibtex]
@InProceedings{Bargal_2018_CVPR,
author = {Adel Bargal, Sarah and Zunino, Andrea and Kim, Donghyun and Zhang, Jianming and Murino, Vittorio and Sclaroff, Stan},
title = {Excitation Backprop for RNNs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

One-Shot Action Localization by Learning Sequence Matching Network
Hongtao Yang,
Xuming He,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Hongtao and He, Xuming and Porikli, Fatih},
title = {One-Shot Action Localization by Learning Sequence Matching Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Structure Preserving Video Prediction
Jingwei Xu,
Bingbing Ni,
Zefan Li,
Shuo Cheng,
Xiaokang Yang
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Jingwei and Ni, Bingbing and Li, Zefan and Cheng, Shuo and Yang, Xiaokang},
title = {Structure Preserving Video Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Person Re-Identification With Cascaded Pairwise Convolutions
Yicheng Wang,
Zhenzhong Chen,
Feng Wu,
Gang Wang
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Yicheng and Chen, Zhenzhong and Wu, Feng and Wang, Gang},
title = {Person Re-Identification With Cascaded Pairwise Convolutions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

On the Importance of Label Quality for Semantic Segmentation
Aleksandar Zlateski,
Ronnachai Jaroensri,
Prafull Sharma,
Frédo Durand
[pdf]
[bibtex]
@InProceedings{Zlateski_2018_CVPR,
author = {Zlateski, Aleksandar and Jaroensri, Ronnachai and Sharma, Prafull and Durand, Frédo},
title = {On the Importance of Label Quality for Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Scalable and Effective Deep CCA via Soft Decorrelation
Xiaobin Chang,
Tao Xiang,
Timothy M. Hospedales
[pdf]
[bibtex]
@InProceedings{Chang_2018_CVPR,
author = {Chang, Xiaobin and Xiang, Tao and Hospedales, Timothy M.},
title = {Scalable and Effective Deep CCA via Soft Decorrelation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Duplex Generative Adversarial Network for Unsupervised Domain Adaptation
Lanqing Hu,
Meina Kan,
Shiguang Shan,
Xilin Chen
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Lanqing and Kan, Meina and Shan, Shiguang and Chen, Xilin},
title = {Duplex Generative Adversarial Network for Unsupervised Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Edit Probability for Scene Text Recognition
Fan Bai,
Zhanzhan Cheng,
Yi Niu,
Shiliang Pu,
Shuigeng Zhou
[pdf]
[bibtex]
@InProceedings{Bai_2018_CVPR,
author = {Bai, Fan and Cheng, Zhanzhan and Niu, Yi and Pu, Shiliang and Zhou, Shuigeng},
title = {Edit Probability for Scene Text Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Global Versus Localized Generative Adversarial Nets
Guo-Jun Qi,
Liheng Zhang,
Hao Hu,
Marzieh Edraki,
Jingdong Wang,
Xian-Sheng Hua
[pdf] [supp]
[bibtex]
@InProceedings{Qi_2018_CVPR,
author = {Qi, Guo-Jun and Zhang, Liheng and Hu, Hao and Edraki, Marzieh and Wang, Jingdong and Hua, Xian-Sheng},
title = {Global Versus Localized Generative Adversarial Nets},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MoCoGAN: Decomposing Motion and Content for Video Generation
Sergey Tulyakov,
Ming-Yu Liu,
Xiaodong Yang,
Jan Kautz
[pdf]
[bibtex]
@InProceedings{Tulyakov_2018_CVPR,
author = {Tulyakov, Sergey and Liu, Ming-Yu and Yang, Xiaodong and Kautz, Jan},
title = {MoCoGAN: Decomposing Motion and Content for Video Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Recurrent Residual Module for Fast Inference in Videos
Bowen Pan,
Wuwei Lin,
Xiaolin Fang,
Chaoqin Huang,
Bolei Zhou,
Cewu Lu
[pdf]
[bibtex]
@InProceedings{Pan_2018_CVPR,
author = {Pan, Bowen and Lin, Wuwei and Fang, Xiaolin and Huang, Chaoqin and Zhou, Bolei and Lu, Cewu},
title = {Recurrent Residual Module for Fast Inference in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Improving Landmark Localization With Semi-Supervised Learning
Sina Honari,
Pavlo Molchanov,
Stephen Tyree,
Pascal Vincent,
Christopher Pal,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Honari_2018_CVPR,
author = {Honari, Sina and Molchanov, Pavlo and Tyree, Stephen and Vincent, Pascal and Pal, Christopher and Kautz, Jan},
title = {Improving Landmark Localization With Semi-Supervised Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
Arghya Pal,
Vineeth N. Balasubramanian
[pdf] [supp]
[bibtex]
@InProceedings{Pal_2018_CVPR,
author = {Pal, Arghya and Balasubramanian, Vineeth N.},
title = {Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Stochastic Variational Inference With Gradient Linearization
Tobias Plötz,
Anne S. Wannenwetsch,
Stefan Roth
[pdf] [supp]
[bibtex]
@InProceedings{Plötz_2018_CVPR,
author = {Plötz, Tobias and Wannenwetsch, Anne S. and Roth, Stefan},
title = {Stochastic Variational Inference With Gradient Linearization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Label Zero-Shot Learning With Structured Knowledge Graphs
Chung-Wei Lee,
Wei Fang,
Chih-Kuan Yeh,
Yu-Chiang Frank Wang
[pdf]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Chung-Wei and Fang, Wei and Yeh, Chih-Kuan and Frank Wang, Yu-Chiang},
title = {Multi-Label Zero-Shot Learning With Structured Knowledge Graphs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks
Ariel Gordon,
Elad Eban,
Ofir Nachum,
Bo Chen,
Hao Wu,
Tien-Ju Yang,
Edward Choi
[pdf] [supp]
[bibtex]
@InProceedings{Gordon_2018_CVPR,
author = {Gordon, Ariel and Eban, Elad and Nachum, Ofir and Chen, Bo and Wu, Hao and Yang, Tien-Ju and Choi, Edward},
title = {MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Adversarial Subspace Clustering
Pan Zhou,
Yunqing Hou,
Jiashi Feng
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Pan and Hou, Yunqing and Feng, Jiashi},
title = {Deep Adversarial Subspace Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection
Keze Wang,
Xiaopeng Yan,
Dongyu Zhang,
Lei Zhang,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Keze and Yan, Xiaopeng and Zhang, Dongyu and Zhang, Lei and Lin, Liang},
title = {Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
Emanuel Laude,
Jan-Hendrik Lange,
Jonas Schüpfer,
Csaba Domokos,
Laura Leal-Taixé,
Frank R. Schmidt,
Bjoern Andres,
Daniel Cremers
[pdf] [supp]
[bibtex]
@InProceedings{Laude_2018_CVPR,
author = {Laude, Emanuel and Lange, Jan-Hendrik and Schüpfer, Jonas and Domokos, Csaba and Leal-Taixé, Laura and Schmidt, Frank R. and Andres, Bjoern and Cremers, Daniel},
title = {Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Robust Physical-World Attacks on Deep Learning Visual Classification
Kevin Eykholt,
Ivan Evtimov,
Earlence Fernandes,
Bo Li,
Amir Rahmati,
Chaowei Xiao,
Atul Prakash,
Tadayoshi Kohno,
Dawn Song
[pdf] [supp]
[bibtex]
@InProceedings{Eykholt_2018_CVPR,
author = {Eykholt, Kevin and Evtimov, Ivan and Fernandes, Earlence and Li, Bo and Rahmati, Amir and Xiao, Chaowei and Prakash, Atul and Kohno, Tadayoshi and Song, Dawn},
title = {Robust Physical-World Attacks on Deep Learning Visual Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generating a Fusion Image: One's Identity and Another's Shape
DongGyu Joo,
Doyeon Kim,
Junmo Kim
[pdf]
[bibtex]
@InProceedings{Joo_2018_CVPR,
author = {Joo, DongGyu and Kim, Doyeon and Kim, Junmo},
title = {Generating a Fusion Image: One's Identity and Another's Shape},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Promote Saliency Detectors
Yu Zeng,
Huchuan Lu,
Lihe Zhang,
Mengyang Feng,
Ali Borji
[pdf] [supp]
[bibtex]
@InProceedings{Zeng_2018_CVPR,
author = {Zeng, Yu and Lu, Huchuan and Zhang, Lihe and Feng, Mengyang and Borji, Ali},
title = {Learning to Promote Saliency Detectors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image Super-Resolution via Dual-State Recurrent Networks
Wei Han,
Shiyu Chang,
Ding Liu,
Mo Yu,
Michael Witbrock,
Thomas S. Huang
[pdf]
[bibtex]
@InProceedings{Han_2018_CVPR,
author = {Han, Wei and Chang, Shiyu and Liu, Ding and Yu, Mo and Witbrock, Michael and Huang, Thomas S.},
title = {Image Super-Resolution via Dual-State Recurrent Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Back-Projection Networks for Super-Resolution
Muhammad Haris,
Gregory Shakhnarovich,
Norimichi Ukita
[pdf] [supp]
[bibtex]
@InProceedings{Haris_2018_CVPR,
author = {Haris, Muhammad and Shakhnarovich, Gregory and Ukita, Norimichi},
title = {Deep Back-Projection Networks for Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Focus Manipulation Detection via Photometric Histogram Analysis
Can Chen,
Scott McCloskey,
Jingyi Yu
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Can and McCloskey, Scott and Yu, Jingyi},
title = {Focus Manipulation Detection via Photometric Histogram Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Compassionately Conservative Balanced Cuts for Image Segmentation
Nathan D. Cahill,
Tyler L. Hayes,
Renee T. Meinhold,
John F. Hamilton
[pdf]
[bibtex]
@InProceedings{Cahill_2018_CVPR,
author = {Cahill, Nathan D. and Hayes, Tyler L. and Meinhold, Renee T. and Hamilton, John F.},
title = {Compassionately Conservative Balanced Cuts for Image Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A High-Quality Denoising Dataset for Smartphone Cameras
Abdelrahman Abdelhamed,
Stephen Lin,
Michael S. Brown
[pdf]
[bibtex]
@InProceedings{Abdelhamed_2018_CVPR,
author = {Abdelhamed, Abdelrahman and Lin, Stephen and Brown, Michael S.},
title = {A High-Quality Denoising Dataset for Smartphone Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Context-Aware Synthesis for Video Frame Interpolation
Simon Niklaus,
Feng Liu
[pdf]
[bibtex]
@InProceedings{Niklaus_2018_CVPR,
author = {Niklaus, Simon and Liu, Feng},
title = {Context-Aware Synthesis for Video Frame Interpolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Salient Object Detection Driven by Fixation Prediction
Wenguan Wang,
Jianbing Shen,
Xingping Dong,
Ali Borji
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Wenguan and Shen, Jianbing and Dong, Xingping and Borji, Ali},
title = {Salient Object Detection Driven by Fixation Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior
Daniel S. Jeon,
Seung-Hwan Baek,
Inchang Choi,
Min H. Kim
[pdf] [supp]
[bibtex]
@InProceedings{Jeon_2018_CVPR,
author = {Jeon, Daniel S. and Baek, Seung-Hwan and Choi, Inchang and Kim, Min H.},
title = {Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification
Amos Sironi,
Manuele Brambilla,
Nicolas Bourdis,
Xavier Lagorce,
Ryad Benosman
[pdf] [supp]
[bibtex]
@InProceedings{Sironi_2018_CVPR,
author = {Sironi, Amos and Brambilla, Manuele and Bourdis, Nicolas and Lagorce, Xavier and Benosman, Ryad},
title = {HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Bi-Directional Message Passing Model for Salient Object Detection
Lu Zhang,
Ju Dai,
Huchuan Lu,
You He,
Gang Wang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Lu and Dai, Ju and Lu, Huchuan and He, You and Wang, Gang},
title = {A Bi-Directional Message Passing Model for Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Matching Pixels Using Co-Occurrence Statistics
Rotal Kat,
Roy Jevnisek,
Shai Avidan
[pdf]
[bibtex]
@InProceedings{Kat_2018_CVPR,
author = {Kat, Rotal and Jevnisek, Roy and Avidan, Shai},
title = {Matching Pixels Using Co-Occurrence Statistics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation
Gwangmo Song,
Heesoo Myeong,
Kyoung Mu Lee
[pdf] [supp]
[bibtex]
@InProceedings{Song_2018_CVPR,
author = {Song, Gwangmo and Myeong, Heesoo and Mu Lee, Kyoung},
title = {SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Jerk-Aware Video Acceleration Magnification
Shoichiro Takeda,
Kazuki Okami,
Dan Mikami,
Megumi Isogai,
Hideaki Kimata
[pdf] [supp]
[bibtex]
@InProceedings{Takeda_2018_CVPR,
author = {Takeda, Shoichiro and Okami, Kazuki and Mikami, Dan and Isogai, Megumi and Kimata, Hideaki},
title = {Jerk-Aware Video Acceleration Magnification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser
Fangzhou Liao,
Ming Liang,
Yinpeng Dong,
Tianyu Pang,
Xiaolin Hu,
Jun Zhu
[pdf] [supp]
[bibtex]
@InProceedings{Liao_2018_CVPR,
author = {Liao, Fangzhou and Liang, Ming and Dong, Yinpeng and Pang, Tianyu and Hu, Xiaolin and Zhu, Jun},
title = {Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
Jifeng Wang,
Xiang Li,
Jian Yang
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Jifeng and Li, Xiang and Yang, Jian},
title = {Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image Correction via Deep Reciprocating HDR Transformation
Xin Yang,
Ke Xu,
Yibing Song,
Qiang Zhang,
Xiaopeng Wei,
Rynson W.H. Lau
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Xin and Xu, Ke and Song, Yibing and Zhang, Qiang and Wei, Xiaopeng and Lau, Rynson W.H.},
title = {Image Correction via Deep Reciprocating HDR Transformation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference
Ekta Prashnani,
Hong Cai,
Yasamin Mostofi,
Pradeep Sen
[pdf] [supp]
[bibtex]
@InProceedings{Prashnani_2018_CVPR,
author = {Prashnani, Ekta and Cai, Hong and Mostofi, Yasamin and Sen, Pradeep},
title = {PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Normalized Cut Loss for Weakly-Supervised CNN Segmentation
Meng Tang,
Abdelaziz Djelouah,
Federico Perazzi,
Yuri Boykov,
Christopher Schroers
[pdf]
[bibtex]
@InProceedings{Tang_2018_CVPR,
author = {Tang, Meng and Djelouah, Abdelaziz and Perazzi, Federico and Boykov, Yuri and Schroers, Christopher},
title = {Normalized Cut Loss for Weakly-Supervised CNN Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing
Jian Zhang,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Jian and Ghanem, Bernard},
title = {ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fast End-to-End Trainable Guided Filter
Huikai Wu,
Shuai Zheng,
Junge Zhang,
Kaiqi Huang
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Huikai and Zheng, Shuai and Zhang, Junge and Huang, Kaiqi},
title = {Fast End-to-End Trainable Guided Filter},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Disentangling Structure and Aesthetics for Style-Aware Image Completion
Andrew Gilbert,
John Collomosse,
Hailin Jin,
Brian Price
[pdf] [supp]
[bibtex]
@InProceedings{Gilbert_2018_CVPR,
author = {Gilbert, Andrew and Collomosse, John and Jin, Hailin and Price, Brian},
title = {Disentangling Structure and Aesthetics for Style-Aware Image Completion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning a Discriminative Feature Network for Semantic Segmentation
Changqian Yu,
Jingbo Wang,
Chao Peng,
Changxin Gao,
Gang Yu,
Nong Sang
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Changqian and Wang, Jingbo and Peng, Chao and Gao, Changxin and Yu, Gang and Sang, Nong},
title = {Learning a Discriminative Feature Network for Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Kernelized Subspace Pooling for Deep Local Descriptors
Xing Wei,
Yue Zhang,
Yihong Gong,
Nanning Zheng
[pdf]
[bibtex]
@InProceedings{Wei_2018_CVPR,
author = {Wei, Xing and Zhang, Yue and Gong, Yihong and Zheng, Nanning},
title = {Kernelized Subspace Pooling for Deep Local Descriptors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment
Je Hyeong Hong,
Christopher Zach
[pdf]
[bibtex]
@InProceedings{Hong_2018_CVPR,
author = {Hyeong Hong, Je and Zach, Christopher},
title = {pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deformable Shape Completion With Graph Convolutional Autoencoders
Or Litany,
Alex Bronstein,
Michael Bronstein,
Ameesh Makadia
[pdf] [supp]
[bibtex]
@InProceedings{Litany_2018_CVPR,
author = {Litany, Or and Bronstein, Alex and Bronstein, Michael and Makadia, Ameesh},
title = {Deformable Shape Completion With Graph Convolutional Autoencoders},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition
Syed Zulqarnain Gilani,
Ajmal Mian
[pdf]
[bibtex]
@InProceedings{Gilani_2018_CVPR,
author = {Zulqarnain Gilani, Syed and Mian, Ajmal},
title = {Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of Vehicles
N. Dinesh Reddy,
Minh Vo,
Srinivasa G. Narasimhan
[pdf] [supp]
[bibtex]
@InProceedings{Reddy_2018_CVPR,
author = {Dinesh Reddy, N. and Vo, Minh and Narasimhan, Srinivasa G.},
title = {CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of Vehicles},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Material-Aware Cross-Spectral Stereo Matching
Tiancheng Zhi,
Bernardo R. Pires,
Martial Hebert,
Srinivasa G. Narasimhan
[pdf] [supp]
[bibtex]
@InProceedings{Zhi_2018_CVPR,
author = {Zhi, Tiancheng and Pires, Bernardo R. and Hebert, Martial and Narasimhan, Srinivasa G.},
title = {Deep Material-Aware Cross-Spectral Stereo Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections
True Price,
Johannes L. Schönberger,
Zhen Wei,
Marc Pollefeys,
Jan-Michael Frahm
[pdf] [supp]
[bibtex]
@InProceedings{Price_2018_CVPR,
author = {Price, True and Schönberger, Johannes L. and Wei, Zhen and Pollefeys, Marc and Frahm, Jan-Michael},
title = {Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
Stephan R. Richter,
Stefan Roth
[pdf] [supp]
[bibtex]
@InProceedings{Richter_2018_CVPR,
author = {Richter, Stephan R. and Roth, Stefan},
title = {Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Triplet-Center Loss for Multi-View 3D Object Retrieval
Xinwei He,
Yang Zhou,
Zhichao Zhou,
Song Bai,
Xiang Bai
[pdf]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Xinwei and Zhou, Yang and Zhou, Zhichao and Bai, Song and Bai, Xiang},
title = {Triplet-Center Loss for Multi-View 3D Object Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning 3D Shape Completion From Laser Scan Data With Weak Supervision
David Stutz,
Andreas Geiger
[pdf] [supp]
[bibtex]
@InProceedings{Stutz_2018_CVPR,
author = {Stutz, David and Geiger, Andreas},
title = {Learning 3D Shape Completion From Laser Scan Data With Weak Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching
Georgios Georgakis,
Srikrishna Karanam,
Ziyan Wu,
Jan Ernst,
Jana Košecká
[pdf] [supp]
[bibtex]
@InProceedings{Georgakis_2018_CVPR,
author = {Georgakis, Georgios and Karanam, Srikrishna and Wu, Ziyan and Ernst, Jan and Košecká, Jana},
title = {End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

ICE-BA: Incremental, Consistent and Efficient Bundle Adjustment for Visual-Inertial SLAM
Haomin Liu,
Mingyu Chen,
Guofeng Zhang,
Hujun Bao,
Yingze Bao
[pdf]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Haomin and Chen, Mingyu and Zhang, Guofeng and Bao, Hujun and Bao, Yingze},
title = {ICE-BA: Incremental, Consistent and Efficient Bundle Adjustment for Visual-Inertial SLAM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose
Zhichao Yin,
Jianping Shi
[pdf]
[bibtex]
@InProceedings{Yin_2018_CVPR,
author = {Yin, Zhichao and Shi, Jianping},
title = {GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Radially-Distorted Conjugate Translations
James Pritts,
Zuzana Kukelova,
Viktor Larsson,
Ondřej Chum
[pdf] [supp]
[bibtex]
@InProceedings{Pritts_2018_CVPR,
author = {Pritts, James and Kukelova, Zuzana and Larsson, Viktor and Chum, Ondřej},
title = {Radially-Distorted Conjugate Translations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Ordinal Regression Network for Monocular Depth Estimation
Huan Fu,
Mingming Gong,
Chaohui Wang,
Kayhan Batmanghelich,
Dacheng Tao
[pdf]
[bibtex]
@InProceedings{Fu_2018_CVPR,
author = {Fu, Huan and Gong, Mingming and Wang, Chaohui and Batmanghelich, Kayhan and Tao, Dacheng},
title = {Deep Ordinal Regression Network for Monocular Depth Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras
Pedro Miraldo,
Francisco Eiras,
Srikumar Ramalingam
[pdf] [supp]
[bibtex]
@InProceedings{Miraldo_2018_CVPR,
author = {Miraldo, Pedro and Eiras, Francisco and Ramalingam, Srikumar},
title = {Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Depth From Monocular Videos Using Direct Methods
Chaoyang Wang,
José Miguel Buenaposada,
Rui Zhu,
Simon Lucey
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Chaoyang and Miguel Buenaposada, José and Zhu, Rui and Lucey, Simon},
title = {Learning Depth From Monocular Videos Using Direct Methods},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display
Shizheng Wang,
Wenjuan Liao,
Phil Surman,
Zhigang Tu,
Yuanjin Zheng,
Junsong Yuan
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Shizheng and Liao, Wenjuan and Surman, Phil and Tu, Zhigang and Zheng, Yuanjin and Yuan, Junsong},
title = {Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MegaDepth: Learning Single-View Depth Prediction From Internet Photos
Zhengqi Li,
Noah Snavely
[pdf] [supp]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Zhengqi and Snavely, Noah},
title = {MegaDepth: Learning Single-View Depth Prediction From Internet Photos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image
Chuhang Zou,
Alex Colburn,
Qi Shan,
Derek Hoiem
[pdf]
[bibtex]
@InProceedings{Zou_2018_CVPR,
author = {Zou, Chuhang and Colburn, Alex and Shan, Qi and Hoiem, Derek},
title = {LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation
Konstantinos Batsos,
Changjiang Cai,
Philippos Mordohai
[pdf] [supp]
[bibtex]
@InProceedings{Batsos_2018_CVPR,
author = {Batsos, Konstantinos and Cai, Changjiang and Mordohai, Philippos},
title = {CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains
Jiahao Pang,
Wenxiu Sun,
Chengxi Yang,
Jimmy Ren,
Ruichao Xiao,
Jin Zeng,
Liang Lin
[pdf] [supp]
[bibtex]
@InProceedings{Pang_2018_CVPR,
author = {Pang, Jiahao and Sun, Wenxiu and Yang, Chengxi and Ren, Jimmy and Xiao, Ruichao and Zeng, Jin and Lin, Liang},
title = {Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Exploring Disentangled Feature Representation Beyond Face Identification
Yu Liu,
Fangyin Wei,
Jing Shao,
Lu Sheng,
Junjie Yan,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Yu and Wei, Fangyin and Shao, Jing and Sheng, Lu and Yan, Junjie and Wang, Xiaogang},
title = {Exploring Disentangled Feature Representation Beyond Face Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering
Kaili Zhao,
Wen-Sheng Chu,
Aleix M. Martinez
[pdf]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Kaili and Chu, Wen-Sheng and Martinez, Aleix M.},
title = {Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Human Pose Estimation With Parsing Induced Learner
Xuecheng Nie,
Jiashi Feng,
Yiming Zuo,
Shuicheng Yan
[pdf]
[bibtex]
@InProceedings{Nie_2018_CVPR,
author = {Nie, Xuecheng and Feng, Jiashi and Zuo, Yiming and Yan, Shuicheng},
title = {Human Pose Estimation With Parsing Induced Learner},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Level Factorisation Net for Person Re-Identification
Xiaobin Chang,
Timothy M. Hospedales,
Tao Xiang
[pdf] [supp]
[bibtex]
@InProceedings{Chang_2018_CVPR,
author = {Chang, Xiaobin and Hospedales, Timothy M. and Xiang, Tao},
title = {Multi-Level Factorisation Net for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Attention-Aware Compositional Network for Person Re-Identification
Jing Xu,
Rui Zhao,
Feng Zhu,
Huaming Wang,
Wanli Ouyang
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Jing and Zhao, Rui and Zhu, Feng and Wang, Huaming and Ouyang, Wanli},
title = {Attention-Aware Compositional Network for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Look at Boundary: A Boundary-Aware Face Alignment Algorithm
Wayne Wu,
Chen Qian,
Shuo Yang,
Quan Wang,
Yici Cai,
Qiang Zhou
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Wayne and Qian, Chen and Yang, Shuo and Wang, Quan and Cai, Yici and Zhou, Qiang},
title = {Look at Boundary: A Boundary-Aware Face Alignment Algorithm},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Demo2Vec: Reasoning Object Affordances From Online Videos
Kuan Fang,
Te-Lin Wu,
Daniel Yang,
Silvio Savarese,
Joseph J. Lim
[pdf]
[bibtex]
@InProceedings{Fang_2018_CVPR,
author = {Fang, Kuan and Wu, Te-Lin and Yang, Daniel and Savarese, Silvio and Lim, Joseph J.},
title = {Demo2Vec: Reasoning Object Affordances From Online Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints
Andrei Zanfir,
Elisabeta Marinoiu,
Cristian Sminchisescu
[pdf]
[bibtex]
@InProceedings{Zanfir_2018_CVPR,
author = {Zanfir, Andrei and Marinoiu, Elisabeta and Sminchisescu, Cristian},
title = {Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism
Elisabeta Marinoiu,
Mihai Zanfir,
Vlad Olaru,
Cristian Sminchisescu
[pdf]
[bibtex]
@InProceedings{Marinoiu_2018_CVPR,
author = {Marinoiu, Elisabeta and Zanfir, Mihai and Olaru, Vlad and Sminchisescu, Cristian},
title = {3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Facial Expression Recognition by De-Expression Residue Learning
Huiyuan Yang,
Umur Ciftci,
Lijun Yin
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Huiyuan and Ciftci, Umur and Yin, Lijun},
title = {Facial Expression Recognition by De-Expression Residue Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects
Yuanlu Xu,
Lei Qin,
Xiaobai Liu,
Jianwen Xie,
Song-Chun Zhu
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Yuanlu and Qin, Lei and Liu, Xiaobai and Xie, Jianwen and Zhu, Song-Chun},
title = {A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly Supervised Facial Action Unit Recognition Through Adversarial Training
Guozhu Peng,
Shangfei Wang
[pdf]
[bibtex]
@InProceedings{Peng_2018_CVPR,
author = {Peng, Guozhu and Wang, Shangfei},
title = {Weakly Supervised Facial Action Unit Recognition Through Adversarial Training},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Non-Linear Temporal Subspace Representations for Activity Recognition
Anoop Cherian,
Suvrit Sra,
Stephen Gould,
Richard Hartley
[pdf]
[bibtex]
@InProceedings{Cherian_2018_CVPR,
author = {Cherian, Anoop and Sra, Suvrit and Gould, Stephen and Hartley, Richard},
title = {Non-Linear Temporal Subspace Representations for Activity Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Towards Pose Invariant Face Recognition in the Wild
Jian Zhao,
Yu Cheng,
Yan Xu,
Lin Xiong,
Jianshu Li,
Fang Zhao,
Karlekar Jayashree,
Sugiri Pranata,
Shengmei Shen,
Junliang Xing,
Shuicheng Yan,
Jiashi Feng
[pdf]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Jian and Cheng, Yu and Xu, Yan and Xiong, Lin and Li, Jianshu and Zhao, Fang and Jayashree, Karlekar and Pranata, Sugiri and Shen, Shengmei and Xing, Junliang and Yan, Shuicheng and Feng, Jiashi},
title = {Towards Pose Invariant Face Recognition in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unifying Identification and Context Learning for Person Recognition
Qingqiu Huang,
Yu Xiong,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Qingqiu and Xiong, Yu and Lin, Dahua},
title = {Unifying Identification and Context Learning for Person Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation
Xi Peng,
Zhiqiang Tang,
Fei Yang,
Rogerio S. Feris,
Dimitris Metaxas
[pdf]
[bibtex]
@InProceedings{Peng_2018_CVPR,
author = {Peng, Xi and Tang, Zhiqiang and Yang, Fei and Feris, Rogerio S. and Metaxas, Dimitris},
title = {Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks
Zhen-Hua Feng,
Josef Kittler,
Muhammad Awais,
Patrik Huber,
Xiao-Jun Wu
[pdf]
[bibtex]
@InProceedings{Feng_2018_CVPR,
author = {Feng, Zhen-Hua and Kittler, Josef and Awais, Muhammad and Huber, Patrik and Wu, Xiao-Jun},
title = {Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multiple Granularity Group Interaction Prediction
Taiping Yao,
Minsi Wang,
Bingbing Ni,
Huawei Wei,
Xiaokang Yang
[pdf]
[bibtex]
@InProceedings{Yao_2018_CVPR,
author = {Yao, Taiping and Wang, Minsi and Ni, Bingbing and Wei, Huawei and Yang, Xiaokang},
title = {Multiple Granularity Group Interaction Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks
Agrim Gupta,
Justin Johnson,
Li Fei-Fei,
Silvio Savarese,
Alexandre Alahi
[pdf]
[bibtex]
@InProceedings{Gupta_2018_CVPR,
author = {Gupta, Agrim and Johnson, Justin and Fei-Fei, Li and Savarese, Silvio and Alahi, Alexandre},
title = {Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Group-Shuffling Random Walk for Person Re-Identification
Yantao Shen,
Hongsheng Li,
Tong Xiao,
Shuai Yi,
Dapeng Chen,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yantao and Li, Hongsheng and Xiao, Tong and Yi, Shuai and Chen, Dapeng and Wang, Xiaogang},
title = {Deep Group-Shuffling Random Walk for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
Jingya Wang,
Xiatian Zhu,
Shaogang Gong,
Wei Li
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Jingya and Zhu, Xiatian and Gong, Shaogang and Li, Wei},
title = {Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Harmonious Attention Network for Person Re-Identification
Wei Li,
Xiatian Zhu,
Shaogang Gong
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Wei and Zhu, Xiatian and Gong, Shaogang},
title = {Harmonious Attention Network for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks
Xuepeng Shi,
Shiguang Shan,
Meina Kan,
Shuzhe Wu,
Xilin Chen
[pdf]
[bibtex]
@InProceedings{Shi_2018_CVPR,
author = {Shi, Xuepeng and Shan, Shiguang and Kan, Meina and Wu, Shuzhe and Chen, Xilin},
title = {Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Regression Forests for Age Estimation
Wei Shen,
Yilu Guo,
Yan Wang,
Kai Zhao,
Bo Wang,
Alan L. Yuille
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Wei and Guo, Yilu and Wang, Yan and Zhao, Kai and Wang, Bo and Yuille, Alan L.},
title = {Deep Regression Forests for Age Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly-Supervised Deep Convolutional Neural Network Learning for Facial Action Unit Intensity Estimation
Yong Zhang,
Weiming Dong,
Bao-Gang Hu,
Qiang Ji
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yong and Dong, Weiming and Hu, Bao-Gang and Ji, Qiang},
title = {Weakly-Supervised Deep Convolutional Neural Network Learning for Facial Action Unit Intensity Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Memory Based Online Learning of Deep Representations From Video Streams
Federico Pernici,
Federico Bartoli,
Matteo Bruni,
Alberto Del Bimbo
[pdf]
[bibtex]
@InProceedings{Pernici_2018_CVPR,
author = {Pernici, Federico and Bartoli, Federico and Bruni, Matteo and Del Bimbo, Alberto},
title = {Memory Based Online Learning of Deep Representations From Video Streams},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient and Deep Person Re-Identification Using Multi-Level Similarity
Yiluan Guo,
Ngai-Man Cheung
[pdf] [supp]
[bibtex]
@InProceedings{Guo_2018_CVPR,
author = {Guo, Yiluan and Cheung, Ngai-Man},
title = {Efficient and Deep Person Re-Identification Using Multi-Level Similarity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Level Fusion Based 3D Object Detection From Monocular Images
Bin Xu,
Zhenzhong Chen
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Bin and Chen, Zhenzhong},
title = {Multi-Level Fusion Based 3D Object Detection From Monocular Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Perceptual Measure for Deep Single Image Camera Calibration
Yannick Hold-Geoffroy,
Kalyan Sunkavalli,
Jonathan Eisenmann,
Matthew Fisher,
Emiliano Gambaretto,
Sunil Hadap,
Jean-François Lalonde
[pdf]
[bibtex]
@InProceedings{Hold-Geoffroy_2018_CVPR,
author = {Hold-Geoffroy, Yannick and Sunkavalli, Kalyan and Eisenmann, Jonathan and Fisher, Matthew and Gambaretto, Emiliano and Hadap, Sunil and Lalonde, Jean-François},
title = {A Perceptual Measure for Deep Single Image Camera Calibration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks
Wei Xiong,
Wenhan Luo,
Lin Ma,
Wei Liu,
Jiebo Luo
[pdf]
[bibtex]
@InProceedings{Xiong_2018_CVPR,
author = {Xiong, Wei and Luo, Wenhan and Ma, Lin and Liu, Wei and Luo, Jiebo},
title = {Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Document Enhancement Using Visibility Detection
Netanel Kligler,
Sagi Katz,
Ayellet Tal
[pdf]
[bibtex]
@InProceedings{Kligler_2018_CVPR,
author = {Kligler, Netanel and Katz, Sagi and Tal, Ayellet},
title = {Document Enhancement Using Visibility Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos
Michel Silva,
Washington Ramos,
João Ferreira,
Felipe Chamone,
Mario Campos,
Erickson R. Nascimento
[pdf] [supp]
[bibtex]
@InProceedings{Silva_2018_CVPR,
author = {Silva, Michel and Ramos, Washington and Ferreira, João and Chamone, Felipe and Campos, Mario and Nascimento, Erickson R.},
title = {A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation
Henghui Ding,
Xudong Jiang,
Bing Shuai,
Ai Qun Liu,
Gang Wang
[pdf]
[bibtex]
@InProceedings{Ding_2018_CVPR,
author = {Ding, Henghui and Jiang, Xudong and Shuai, Bing and Qun Liu, Ai and Wang, Gang},
title = {Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Layer Aggregation
Fisher Yu,
Dequan Wang,
Evan Shelhamer,
Trevor Darrell
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Fisher and Wang, Dequan and Shelhamer, Evan and Darrell, Trevor},
title = {Deep Layer Aggregation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Convolutional Neural Networks With Alternately Updated Clique
Yibo Yang,
Zhisheng Zhong,
Tiancheng Shen,
Zhouchen Lin
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Yibo and Zhong, Zhisheng and Shen, Tiancheng and Lin, Zhouchen},
title = {Convolutional Neural Networks With Alternately Updated Clique},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Practical Block-Wise Neural Network Architecture Generation
Zhao Zhong,
Junjie Yan,
Wei Wu,
Jing Shao,
Cheng-Lin Liu
[pdf] [supp]
[bibtex]
@InProceedings{Zhong_2018_CVPR,
author = {Zhong, Zhao and Yan, Junjie and Wu, Wei and Shao, Jing and Liu, Cheng-Lin},
title = {Practical Block-Wise Neural Network Architecture Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

xUnit: Learning a Spatial Activation Function for Efficient Image Restoration
Idan Kligvasser,
Tamar Rott Shaham,
Tomer Michaeli
[pdf]
[bibtex]
@InProceedings{Kligvasser_2018_CVPR,
author = {Kligvasser, Idan and Rott Shaham, Tamar and Michaeli, Tomer},
title = {xUnit: Learning a Spatial Activation Function for Efficient Image Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
Ke Yu,
Chao Dong,
Liang Lin,
Chen Change Loy
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Ke and Dong, Chao and Lin, Liang and Change Loy, Chen},
title = {Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deformation Aware Image Compression
Tamar Rott Shaham,
Tomer Michaeli
[pdf] [supp]
[bibtex]
@InProceedings{Shaham_2018_CVPR,
author = {Rott Shaham, Tamar and Michaeli, Tomer},
title = {Deformation Aware Image Compression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Distributable Consistent Multi-Object Matching
Nan Hu,
Qixing Huang,
Boris Thibert,
Leonidas J. Guibas
[pdf]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Nan and Huang, Qixing and Thibert, Boris and Guibas, Leonidas J.},
title = {Distributable Consistent Multi-Object Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Residual Dense Network for Image Super-Resolution
Yulun Zhang,
Yapeng Tian,
Yu Kong,
Bineng Zhong,
Yun Fu
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yulun and Tian, Yapeng and Kong, Yu and Zhong, Bineng and Fu, Yun},
title = {Residual Dense Network for Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Attentive Generative Adversarial Network for Raindrop Removal From a Single Image
Rui Qian,
Robby T. Tan,
Wenhan Yang,
Jiajun Su,
Jiaying Liu
[pdf]
[bibtex]
@InProceedings{Qian_2018_CVPR,
author = {Qian, Rui and Tan, Robby T. and Yang, Wenhan and Su, Jiajun and Liu, Jiaying},
title = {Attentive Generative Adversarial Network for Raindrop Removal From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors
Yu Chen,
Ying Tai,
Xiaoming Liu,
Chunhua Shen,
Jian Yang
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Yu and Tai, Ying and Liu, Xiaoming and Shen, Chunhua and Yang, Jian},
title = {FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Burst Denoising With Kernel Prediction Networks
Ben Mildenhall,
Jonathan T. Barron,
Jiawen Chen,
Dillon Sharlet,
Ren Ng,
Robert Carroll
[pdf] [supp]
[bibtex]
@InProceedings{Mildenhall_2018_CVPR,
author = {Mildenhall, Ben and Barron, Jonathan T. and Chen, Jiawen and Sharlet, Dillon and Ng, Ren and Carroll, Robert},
title = {Burst Denoising With Kernel Prediction Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution
Ying Qu,
Hairong Qi,
Chiman Kwan
[pdf]
[bibtex]
@InProceedings{Qu_2018_CVPR,
author = {Qu, Ying and Qi, Hairong and Kwan, Chiman},
title = {Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
Jiawei Zhang,
Jinshan Pan,
Jimmy Ren,
Yibing Song,
Linchao Bao,
Rynson W.H. Lau,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Jiawei and Pan, Jinshan and Ren, Jimmy and Song, Yibing and Bao, Linchao and Lau, Rynson W.H. and Yang, Ming-Hsuan},
title = {Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SPLATNet: Sparse Lattice Networks for Point Cloud Processing
Hang Su,
Varun Jampani,
Deqing Sun,
Subhransu Maji,
Evangelos Kalogerakis,
Ming-Hsuan Yang,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Su_2018_CVPR,
author = {Su, Hang and Jampani, Varun and Sun, Deqing and Maji, Subhransu and Kalogerakis, Evangelos and Yang, Ming-Hsuan and Kautz, Jan},
title = {SPLATNet: Sparse Lattice Networks for Point Cloud Processing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Surface Networks
Ilya Kostrikov,
Zhongshi Jiang,
Daniele Panozzo,
Denis Zorin,
Joan Bruna
[pdf] [supp]
[bibtex]
@InProceedings{Kostrikov_2018_CVPR,
author = {Kostrikov, Ilya and Jiang, Zhongshi and Panozzo, Daniele and Zorin, Denis and Bruna, Joan},
title = {Surface Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz
Ayush Tewari,
Michael Zollhöfer,
Pablo Garrido,
Florian Bernard,
Hyeongwoo Kim,
Patrick Pérez,
Christian Theobalt
[pdf] [supp]
[bibtex]
@InProceedings{Tewari_2018_CVPR,
author = {Tewari, Ayush and Zollhöfer, Michael and Garrido, Pablo and Bernard, Florian and Kim, Hyeongwoo and Pérez, Patrick and Theobalt, Christian},
title = {Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM
Michael Bloesch,
Jan Czarnowski,
Ronald Clark,
Stefan Leutenegger,
Andrew J. Davison
[pdf] [supp]
[bibtex]
@InProceedings{Bloesch_2018_CVPR,
author = {Bloesch, Michael and Czarnowski, Jan and Clark, Ronald and Leutenegger, Stefan and Davison, Andrew J.},
title = {CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation
Weiyue Wang,
Ronald Yu,
Qiangui Huang,
Ulrich Neumann
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Weiyue and Yu, Ronald and Huang, Qiangui and Neumann, Ulrich},
title = {SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image
Chen Liu,
Jimei Yang,
Duygu Ceylan,
Ersin Yumer,
Yasutaka Furukawa
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Chen and Yang, Jimei and Ceylan, Duygu and Yumer, Ersin and Furukawa, Yasutaka},
title = {PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Parametric Continuous Convolutional Neural Networks
Shenlong Wang,
Simon Suo,
Wei-Chiu Ma,
Andrei Pokrovsky,
Raquel Urtasun
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Shenlong and Suo, Simon and Ma, Wei-Chiu and Pokrovsky, Andrei and Urtasun, Raquel},
title = {Deep Parametric Continuous Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis
Nitika Verma,
Edmond Boyer,
Jakob Verbeek
[pdf] [supp]
[bibtex]
@InProceedings{Verma_2018_CVPR,
author = {Verma, Nitika and Boyer, Edmond and Verbeek, Jakob},
title = {FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image Collection Pop-Up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories
Antonio Agudo,
Melcior Pijoan,
Francesc Moreno-Noguer
[pdf]
[bibtex]
@InProceedings{Agudo_2018_CVPR,
author = {Agudo, Antonio and Pijoan, Melcior and Moreno-Noguer, Francesc},
title = {Image Collection Pop-Up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometry-Aware Learning of Maps for Camera Localization
Samarth Brahmbhatt,
Jinwei Gu,
Kihwan Kim,
James Hays,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Brahmbhatt_2018_CVPR,
author = {Brahmbhatt, Samarth and Gu, Jinwei and Kim, Kihwan and Hays, James and Kautz, Jan},
title = {Geometry-Aware Learning of Maps for Camera Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Recurrent Slice Networks for 3D Segmentation of Point Clouds
Qiangui Huang,
Weiyue Wang,
Ulrich Neumann
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Qiangui and Wang, Weiyue and Neumann, Ulrich},
title = {Recurrent Slice Networks for 3D Segmentation of Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
Shanxin Yuan,
Guillermo Garcia-Hernando,
Björn Stenger,
Gyeongsik Moon,
Ju Yong Chang,
Kyoung Mu Lee,
Pavlo Molchanov,
Jan Kautz,
Sina Honari,
Liuhao Ge,
Junsong Yuan,
Xinghao Chen,
Guijin Wang,
Fan Yang,
Kai Akiyama,
Yang Wu,
Qingfu Wan,
Meysam Madadi,
Sergio Escalera,
Shile Li,
Dongheui Lee,
Iason Oikonomidis,
Antonis Argyros,
Tae-Kyun Kim
[pdf]
[bibtex]
@InProceedings{Yuan_2018_CVPR,
author = {Yuan, Shanxin and Garcia-Hernando, Guillermo and Stenger, Björn and Moon, Gyeongsik and Yong Chang, Ju and Mu Lee, Kyoung and Molchanov, Pavlo and Kautz, Jan and Honari, Sina and Ge, Liuhao and Yuan, Junsong and Chen, Xinghao and Wang, Guijin and Yang, Fan and Akiyama, Kai and Wu, Yang and Wan, Qingfu and Madadi, Meysam and Escalera, Sergio and Li, Shile and Lee, Dongheui and Oikonomidis, Iason and Argyros, Antonis and Kim, Tae-Kyun},
title = {Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion
Miroslava Slavcheva,
Maximilian Baust,
Slobodan Ilic
[pdf] [supp]
[bibtex]
@InProceedings{Slavcheva_2018_CVPR,
author = {Slavcheva, Miroslava and Baust, Maximilian and Ilic, Slobodan},
title = {SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation
Jogendra Nath Kundu,
Phani Krishna Uppala,
Anuj Pahuja,
R. Venkatesh Babu
[pdf] [supp]
[bibtex]
@InProceedings{Kundu_2018_CVPR,
author = {Nath Kundu, Jogendra and Krishna Uppala, Phani and Pahuja, Anuj and Venkatesh Babu, R.},
title = {AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Find Good Correspondences
Kwang Moo Yi,
Eduard Trulls,
Yuki Ono,
Vincent Lepetit,
Mathieu Salzmann,
Pascal Fua
[pdf] [supp]
[bibtex]
@InProceedings{Yi_2018_CVPR,
author = {Moo Yi, Kwang and Trulls, Eduard and Ono, Yuki and Lepetit, Vincent and Salzmann, Mathieu and Fua, Pascal},
title = {Learning to Find Good Correspondences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

OATM: Occlusion Aware Template Matching by Consensus Set Maximization
Simon Korman,
Mark Milam,
Stefano Soatto
[pdf]
[bibtex]
@InProceedings{Korman_2018_CVPR,
author = {Korman, Simon and Milam, Mark and Soatto, Stefano},
title = {OATM: Occlusion Aware Template Matching by Consensus Set Maximization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Learning of Graph Matching
Andrei Zanfir,
Cristian Sminchisescu
[pdf]
[bibtex]
@InProceedings{Zanfir_2018_CVPR,
author = {Zanfir, Andrei and Sminchisescu, Cristian},
title = {Deep Learning of Graph Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Discovery of Object Landmarks as Structural Representations
Yuting Zhang,
Yijie Guo,
Yixin Jin,
Yijun Luo,
Zhiyuan He,
Honglak Lee
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yuting and Guo, Yijie and Jin, Yixin and Luo, Yijun and He, Zhiyuan and Lee, Honglak},
title = {Unsupervised Discovery of Object Landmarks as Structural Representations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
Benoit Jacob,
Skirmantas Kligys,
Bo Chen,
Menglong Zhu,
Matthew Tang,
Andrew Howard,
Hartwig Adam,
Dmitry Kalenichenko
[pdf] [supp]
[bibtex]
@InProceedings{Jacob_2018_CVPR,
author = {Jacob, Benoit and Kligys, Skirmantas and Chen, Bo and Zhu, Menglong and Tang, Matthew and Howard, Andrew and Adam, Hartwig and Kalenichenko, Dmitry},
title = {Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Lean Multiclass Crowdsourcing
Grant Van Horn,
Steve Branson,
Scott Loarie,
Serge Belongie,
Pietro Perona
[pdf]
[bibtex]
@InProceedings{Horn_2018_CVPR,
author = {Van Horn, Grant and Branson, Steve and Loarie, Scott and Belongie, Serge and Perona, Pietro},
title = {Lean Multiclass Crowdsourcing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Partial Transfer Learning With Selective Adversarial Networks
Zhangjie Cao,
Mingsheng Long,
Jianmin Wang,
Michael I. Jordan
[pdf]
[bibtex]
@InProceedings{Cao_2018_CVPR,
author = {Cao, Zhangjie and Long, Mingsheng and Wang, Jianmin and Jordan, Michael I.},
title = {Partial Transfer Learning With Selective Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Self-Supervised Feature Learning by Learning to Spot Artifacts
Simon Jenni,
Paolo Favaro
[pdf]
[bibtex]
@InProceedings{Jenni_2018_CVPR,
author = {Jenni, Simon and Favaro, Paolo},
title = {Self-Supervised Feature Learning by Learning to Spot Artifacts},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

LDMNet: Low Dimensional Manifold Regularized Neural Networks
Wei Zhu,
Qiang Qiu,
Jiaji Huang,
Robert Calderbank,
Guillermo Sapiro,
Ingrid Daubechies
[pdf]
[bibtex]
@InProceedings{Zhu_2018_CVPR,
author = {Zhu, Wei and Qiu, Qiang and Huang, Jiaji and Calderbank, Robert and Sapiro, Guillermo and Daubechies, Ingrid},
title = {LDMNet: Low Dimensional Manifold Regularized Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CondenseNet: An Efficient DenseNet Using Learned Group Convolutions
Gao Huang,
Shichen Liu,
Laurens van der Maaten,
Kilian Q. Weinberger
[pdf]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Gao and Liu, Shichen and van der Maaten, Laurens and Weinberger, Kilian Q.},
title = {CondenseNet: An Efficient DenseNet Using Learned Group Convolutions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Deep Descriptors With Scale-Aware Triplet Networks
Michel Keller,
Zetao Chen,
Fabiola Maffra,
Patrik Schmuck,
Margarita Chli
[pdf] [supp]
[bibtex]
@InProceedings{Keller_2018_CVPR,
author = {Keller, Michel and Chen, Zetao and Maffra, Fabiola and Schmuck, Patrik and Chli, Margarita},
title = {Learning Deep Descriptors With Scale-Aware Triplet Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Decoupled Networks
Weiyang Liu,
Zhen Liu,
Zhiding Yu,
Bo Dai,
Rongmei Lin,
Yisen Wang,
James M. Rehg,
Le Song
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Weiyang and Liu, Zhen and Yu, Zhiding and Dai, Bo and Lin, Rongmei and Wang, Yisen and Rehg, James M. and Song, Le},
title = {Decoupled Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Adversarial Metric Learning
Yueqi Duan,
Wenzhao Zheng,
Xudong Lin,
Jiwen Lu,
Jie Zhou
[pdf]
[bibtex]
@InProceedings{Duan_2018_CVPR,
author = {Duan, Yueqi and Zheng, Wenzhao and Lin, Xudong and Lu, Jiwen and Zhou, Jie},
title = {Deep Adversarial Metric Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PU-Net: Point Cloud Upsampling Network
Lequan Yu,
Xianzhi Li,
Chi-Wing Fu,
Daniel Cohen-Or,
Pheng-Ann Heng
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Lequan and Li, Xianzhi and Fu, Chi-Wing and Cohen-Or, Daniel and Heng, Pheng-Ann},
title = {PU-Net: Point Cloud Upsampling Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer
Amir Atapour-Abarghouei,
Toby P. Breckon
[pdf]
[bibtex]
@InProceedings{Atapour-Abarghouei_2018_CVPR,
author = {Atapour-Abarghouei, Amir and Breckon, Toby P.},
title = {Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning for Disparity Estimation Through Feature Constancy
Zhengfa Liang,
Yiliu Feng,
Yulan Guo,
Hengzhu Liu,
Wei Chen,
Linbo Qiao,
Li Zhou,
Jianfeng Zhang
[pdf]
[bibtex]
@InProceedings{Liang_2018_CVPR,
author = {Liang, Zhengfa and Feng, Yiliu and Guo, Yulan and Liu, Hengzhu and Chen, Wei and Qiao, Linbo and Zhou, Li and Zhang, Jianfeng},
title = {Learning for Disparity Estimation Through Feature Constancy},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DeepMVS: Learning Multi-View Stereopsis
Po-Han Huang,
Kevin Matzen,
Johannes Kopf,
Narendra Ahuja,
Jia-Bin Huang
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Po-Han and Matzen, Kevin and Kopf, Johannes and Ahuja, Narendra and Huang, Jia-Bin},
title = {DeepMVS: Learning Multi-View Stereopsis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Self-Calibrating Polarising Radiometric Calibration
Daniel Teo,
Boxin Shi,
Yinqiang Zheng,
Sai-Kit Yeung
[pdf] [supp]
[bibtex]
@InProceedings{Teo_2018_CVPR,
author = {Teo, Daniel and Shi, Boxin and Zheng, Yinqiang and Yeung, Sai-Kit},
title = {Self-Calibrating Polarising Radiometric Calibration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Coding Kendall's Shape Trajectories for 3D Action Recognition
Amor Ben Tanfous,
Hassen Drira,
Boulbaba Ben Amor
[pdf]
[bibtex]
@InProceedings{Tanfous_2018_CVPR,
author = {Ben Tanfous, Amor and Drira, Hassen and Ben Amor, Boulbaba},
title = {Coding Kendall's Shape Trajectories for 3D Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling
Javier S. Turek,
Alexander G. Huth
[pdf]
[bibtex]
@InProceedings{Turek_2018_CVPR,
author = {Turek, Javier S. and Huth, Alexander G.},
title = {Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Motion Segmentation by Exploiting Complementary Geometric Models
Xun Xu,
Loong Fah Cheong,
Zhuwen Li
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Xun and Fah Cheong, Loong and Li, Zhuwen},
title = {Motion Segmentation by Exploiting Complementary Geometric Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Estimation of Camera Locations in Highly Corrupted Scenarios: All About That Base, No Shape Trouble
Yunpeng Shi,
Gilad Lerman
[pdf] [supp]
[bibtex]
@InProceedings{Shi_2018_CVPR,
author = {Shi, Yunpeng and Lerman, Gilad},
title = {Estimation of Camera Locations in Highly Corrupted Scenarios: All About That Base, No Shape Trouble},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

4D Human Body Correspondences From Panoramic Depth Maps
Zhong Li,
Minye Wu,
Wangyiteng Zhou,
Jingyi Yu
[pdf] [supp]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Zhong and Wu, Minye and Zhou, Wangyiteng and Yu, Jingyi},
title = {4D Human Body Correspondences From Panoramic Depth Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Reconstructing Thin Structures of Manifold Surfaces by Integrating Spatial Curves
Shiwei Li,
Yao Yao,
Tian Fang,
Long Quan
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Shiwei and Yao, Yao and Fang, Tian and Quan, Long},
title = {Reconstructing Thin Structures of Manifold Surfaces by Integrating Spatial Curves},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction
Shubham Tulsiani,
Alexei A. Efros,
Jitendra Malik
[pdf] [supp]
[bibtex]
@InProceedings{Tulsiani_2018_CVPR,
author = {Tulsiani, Shubham and Efros, Alexei A. and Malik, Jitendra},
title = {Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Probabilistic Plant Modeling via Multi-View Image-to-Image Translation
Takahiro Isokane,
Fumio Okura,
Ayaka Ide,
Yasuyuki Matsushita,
Yasushi Yagi
[pdf] [supp]
[bibtex]
@InProceedings{Isokane_2018_CVPR,
author = {Isokane, Takahiro and Okura, Fumio and Ide, Ayaka and Matsushita, Yasuyuki and Yagi, Yasushi},
title = {Probabilistic Plant Modeling via Multi-View Image-to-Image Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Marching Cubes: Learning Explicit Surface Representations
Yiyi Liao,
Simon Donné,
Andreas Geiger
[pdf]
[bibtex]
@InProceedings{Liao_2018_CVPR,
author = {Liao, Yiyi and Donné, Simon and Geiger, Andreas},
title = {Deep Marching Cubes: Learning Explicit Surface Representations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Tags2Parts: Discovering Semantic Regions From Shape Tags
Sanjeev Muralikrishnan,
Vladimir G. Kim,
Siddhartha Chaudhuri
[pdf] [supp]
[bibtex]
@InProceedings{Muralikrishnan_2018_CVPR,
author = {Muralikrishnan, Sanjeev and Kim, Vladimir G. and Chaudhuri, Siddhartha},
title = {Tags2Parts: Discovering Semantic Regions From Shape Tags},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Uncalibrated Photometric Stereo Under Natural Illumination
Zhipeng Mo,
Boxin Shi,
Feng Lu,
Sai-Kit Yeung,
Yasuyuki Matsushita
[pdf]
[bibtex]
@InProceedings{Mo_2018_CVPR,
author = {Mo, Zhipeng and Shi, Boxin and Lu, Feng and Yeung, Sai-Kit and Matsushita, Yasuyuki},
title = {Uncalibrated Photometric Stereo Under Natural Illumination},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Robust Depth Estimation From Auto Bracketed Images
Sunghoon Im,
Hae-Gon Jeon,
In So Kweon
[pdf]
[bibtex]
@InProceedings{Im_2018_CVPR,
author = {Im, Sunghoon and Jeon, Hae-Gon and So Kweon, In},
title = {Robust Depth Estimation From Auto Bracketed Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Free Supervision From Video Games
Philipp Krähenbühl
[pdf]
[bibtex]
@InProceedings{Krähenbühl_2018_CVPR,
author = {Krähenbühl, Philipp},
title = {Free Supervision From Video Games},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Planar Shape Detection at Structural Scales
Hao Fang,
Florent Lafarge,
Mathieu Desbrun
[pdf]
[bibtex]
@InProceedings{Fang_2018_CVPR,
author = {Fang, Hao and Lafarge, Florent and Desbrun, Mathieu},
title = {Planar Shape Detection at Structural Scales},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
Xingyuan Sun,
Jiajun Wu,
Xiuming Zhang,
Zhoutong Zhang,
Chengkai Zhang,
Tianfan Xue,
Joshua B. Tenenbaum,
William T. Freeman
[pdf]
[bibtex]
@InProceedings{Sun_2018_CVPR,
author = {Sun, Xingyuan and Wu, Jiajun and Zhang, Xiuming and Zhang, Zhoutong and Zhang, Chengkai and Xue, Tianfan and Tenenbaum, Joshua B. and Freeman, William T.},
title = {Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Camera Pose Estimation With Unknown Principal Point
Viktor Larsson,
Zuzana Kukelova,
Yinqiang Zheng
[pdf] [supp]
[bibtex]
@InProceedings{Larsson_2018_CVPR,
author = {Larsson, Viktor and Kukelova, Zuzana and Zheng, Yinqiang},
title = {Camera Pose Estimation With Unknown Principal Point},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Inverse Composition Discriminative Optimization for Point Cloud Registration
Jayakorn Vongkulbhisal,
Beñat Irastorza Ugalde,
Fernando De la Torre,
João P. Costeira
[pdf] [supp]
[bibtex]
@InProceedings{Vongkulbhisal_2018_CVPR,
author = {Vongkulbhisal, Jayakorn and Irastorza Ugalde, Beñat and De la Torre, Fernando and Costeira, João P.},
title = {Inverse Composition Discriminative Optimization for Point Cloud Registration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SurfConv: Bridging 3D and 2D Convolution for RGBD Images
Hang Chu,
Wei-Chiu Ma,
Kaustav Kundu,
Raquel Urtasun,
Sanja Fidler
[pdf]
[bibtex]
@InProceedings{Chu_2018_CVPR,
author = {Chu, Hang and Ma, Wei-Chiu and Kundu, Kaustav and Urtasun, Raquel and Fidler, Sanja},
title = {SurfConv: Bridging 3D and 2D Convolution for RGBD Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Fast Resection-Intersection Method for the Known Rotation Problem
Qianggong Zhang,
Tat-Jun Chin,
Huu Minh Le
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Qianggong and Chin, Tat-Jun and Minh Le, Huu},
title = {A Fast Resection-Intersection Method for the Known Rotation Problem},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

3D Pose Estimation and 3D Model Retrieval for Objects in the Wild
Alexander Grabner,
Peter M. Roth,
Vincent Lepetit
[pdf] [supp]
[bibtex]
@InProceedings{Grabner_2018_CVPR,
author = {Grabner, Alexander and Roth, Peter M. and Lepetit, Vincent},
title = {3D Pose Estimation and 3D Model Retrieval for Objects in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Structure From Recurrent Motion: From Rigidity to Recurrency
Xiu Li,
Hongdong Li,
Hanbyul Joo,
Yebin Liu,
Yaser Sheikh
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Xiu and Li, Hongdong and Joo, Hanbyul and Liu, Yebin and Sheikh, Yaser},
title = {Structure From Recurrent Motion: From Rigidity to Recurrency},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Patch Reconstructability for Accelerating Multi-View Stereo
Alex Poms,
Chenglei Wu,
Shoou-I Yu,
Yaser Sheikh
[pdf]
[bibtex]
@InProceedings{Poms_2018_CVPR,
author = {Poms, Alex and Wu, Chenglei and Yu, Shoou-I and Sheikh, Yaser},
title = {Learning Patch Reconstructability for Accelerating Multi-View Stereo},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection
Hao Chen,
Youfu Li
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Hao and Li, Youfu},
title = {Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction
Daeyun Shin,
Charless C. Fowlkes,
Derek Hoiem
[pdf] [supp]
[bibtex]
@InProceedings{Shin_2018_CVPR,
author = {Shin, Daeyun and Fowlkes, Charless C. and Hoiem, Derek},
title = {Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Dual Convolutional Neural Networks for Low-Level Vision
Jinshan Pan,
Sifei Liu,
Deqing Sun,
Jiawei Zhang,
Yang Liu,
Jimmy Ren,
Zechao Li,
Jinhui Tang,
Huchuan Lu,
Yu-Wing Tai,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Pan_2018_CVPR,
author = {Pan, Jinshan and Liu, Sifei and Sun, Deqing and Zhang, Jiawei and Liu, Yang and Ren, Jimmy and Li, Zechao and Tang, Jinhui and Lu, Huchuan and Tai, Yu-Wing and Yang, Ming-Hsuan},
title = {Learning Dual Convolutional Neural Networks for Low-Level Vision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network
Wenda Zhao,
Fan Zhao,
Dong Wang,
Huchuan Lu
[pdf]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Wenda and Zhao, Fan and Wang, Dong and Lu, Huchuan},
title = {Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection
Nian Liu,
Junwei Han,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Nian and Han, Junwei and Yang, Ming-Hsuan},
title = {PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Curve Reconstruction via the Global Statistics of Natural Curves
Ehud Barnea,
Ohad Ben-Shahar
[pdf] [supp]
[bibtex]
@InProceedings{Barnea_2018_CVPR,
author = {Barnea, Ehud and Ben-Shahar, Ohad},
title = {Curve Reconstruction via the Global Statistics of Natural Curves},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

What Do Deep Networks Like to See?
Sebastian Palacio,
Joachim Folz,
Jörn Hees,
Federico Raue,
Damian Borth,
Andreas Dengel
[pdf]
[bibtex]
@InProceedings{Palacio_2018_CVPR,
author = {Palacio, Sebastian and Folz, Joachim and Hees, Jörn and Raue, Federico and Borth, Damian and Dengel, Andreas},
title = {What Do Deep Networks Like to See?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

“Zero-Shot” Super-Resolution Using Deep Internal Learning
Assaf Shocher,
Nadav Cohen,
Michal Irani
[pdf]
[bibtex]
@InProceedings{Shocher_2018_CVPR,
author = {Shocher, Assaf and Cohen, Nadav and Irani, Michal},
title = {“Zero-Shot” Super-Resolution Using Deep Internal Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Detect Globally, Refine Locally: A Novel Approach to Saliency Detection
Tiantian Wang,
Lihe Zhang,
Shuo Wang,
Huchuan Lu,
Gang Yang,
Xiang Ruan,
Ali Borji
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Tiantian and Zhang, Lihe and Wang, Shuo and Lu, Huchuan and Yang, Gang and Ruan, Xiang and Borji, Ali},
title = {Detect Globally, Refine Locally: A Novel Approach to Saliency Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Beyond the Pixel-Wise Loss for Topology-Aware Delineation
Agata Mosinska,
Pablo Márquez-Neila,
Mateusz Koziński,
Pascal Fua
[pdf] [supp]
[bibtex]
@InProceedings{Mosinska_2018_CVPR,
author = {Mosinska, Agata and Márquez-Neila, Pablo and Koziński, Mateusz and Fua, Pascal},
title = {Beyond the Pixel-Wise Loss for Topology-Aware Delineation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

KIPPI: KInetic Polygonal Partitioning of Images
Jean-Philippe Bauchet,
Florent Lafarge
[pdf]
[bibtex]
@InProceedings{Bauchet_2018_CVPR,
author = {Bauchet, Jean-Philippe and Lafarge, Florent},
title = {KIPPI: KInetic Polygonal Partitioning of Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image Blind Denoising With Generative Adversarial Network Based Noise Modeling
Jingwen Chen,
Jiawei Chen,
Hongyang Chao,
Ming Yang
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Jingwen and Chen, Jiawei and Chao, Hongyang and Yang, Ming},
title = {Image Blind Denoising With Generative Adversarial Network Based Noise Modeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Scale Weighted Nuclear Norm Image Restoration
Noam Yair,
Tomer Michaeli
[pdf] [supp]
[bibtex]
@InProceedings{Yair_2018_CVPR,
author = {Yair, Noam and Michaeli, Tomer},
title = {Multi-Scale Weighted Nuclear Norm Image Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MoNet: Moments Embedding Network
Mengran Gou,
Fei Xiong,
Octavia Camps,
Mario Sznaier
[pdf]
[bibtex]
@InProceedings{Gou_2018_CVPR,
author = {Gou, Mengran and Xiong, Fei and Camps, Octavia and Sznaier, Mario},
title = {MoNet: Moments Embedding Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Active Fixation Control to Predict Saccade Sequences
Calden Wloka,
Iuliia Kotseruba,
John K. Tsotsos
[pdf] [supp]
[bibtex]
@InProceedings{Wloka_2018_CVPR,
author = {Wloka, Calden and Kotseruba, Iuliia and Tsotsos, John K.},
title = {Active Fixation Control to Predict Saccade Sequences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Densely Connected Pyramid Dehazing Network
He Zhang,
Vishal M. Patel
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, He and Patel, Vishal M.},
title = {Densely Connected Pyramid Dehazing Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Universal Denoising Networks : A Novel CNN Architecture for Image Denoising
Stamatios Lefkimmiatis
[pdf] [supp]
[bibtex]
@InProceedings{Lefkimmiatis_2018_CVPR,
author = {Lefkimmiatis, Stamatios},
title = {Universal Denoising Networks : A Novel CNN Architecture for Image Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Convolutional Networks for Content-Weighted Image Compression
Mu Li,
Wangmeng Zuo,
Shuhang Gu,
Debin Zhao,
David Zhang
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Mu and Zuo, Wangmeng and Gu, Shuhang and Zhao, Debin and Zhang, David},
title = {Learning Convolutional Networks for Content-Weighted Image Compression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation
Younghyun Jo,
Seoung Wug Oh,
Jaeyeon Kang,
Seon Joo Kim
[pdf] [supp]
[bibtex]
@InProceedings{Jo_2018_CVPR,
author = {Jo, Younghyun and Wug Oh, Seoung and Kang, Jaeyeon and Joo Kim, Seon},
title = {Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos
Jiaying Liu,
Wenhan Yang,
Shuai Yang,
Zongming Guo
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Jiaying and Yang, Wenhan and Yang, Shuai and Guo, Zongming},
title = {Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Flow Guided Recurrent Neural Encoder for Video Salient Object Detection
Guanbin Li,
Yuan Xie,
Tianhao Wei,
Keze Wang,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Guanbin and Xie, Yuan and Wei, Tianhao and Wang, Keze and Lin, Liang},
title = {Flow Guided Recurrent Neural Encoder for Video Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Gated Fusion Network for Single Image Dehazing
Wenqi Ren,
Lin Ma,
Jiawei Zhang,
Jinshan Pan,
Xiaochun Cao,
Wei Liu,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Ren_2018_CVPR,
author = {Ren, Wenqi and Ma, Lin and Zhang, Jiawei and Pan, Jinshan and Cao, Xiaochun and Liu, Wei and Yang, Ming-Hsuan},
title = {Gated Fusion Network for Single Image Dehazing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations
Kai Zhang,
Wangmeng Zuo,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Kai and Zuo, Wangmeng and Zhang, Lei},
title = {Learning a Single Convolutional Super-Resolution Network for Multiple Degradations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs
Subeesh Vasu,
Venkatesh Reddy Maligireddy,
A. N. Rajagopalan
[pdf] [supp]
[bibtex]
@InProceedings{Vasu_2018_CVPR,
author = {Vasu, Subeesh and Reddy Maligireddy, Venkatesh and Rajagopalan, A. N.},
title = {Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion
Peng Lei,
Fuxin Li,
Sinisa Todorovic
[pdf]
[bibtex]
@InProceedings{Lei_2018_CVPR,
author = {Lei, Peng and Li, Fuxin and Todorovic, Sinisa},
title = {Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to See in the Dark
Chen Chen,
Qifeng Chen,
Jia Xu,
Vladlen Koltun
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Chen and Chen, Qifeng and Xu, Jia and Koltun, Vladlen},
title = {Learning to See in the Dark},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning
Ziming Zhang,
Yuanwei Wu,
Guanghui Wang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
title = {BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Perturbative Neural Networks
Felix Juefei-Xu,
Vishnu Naresh Boddeti,
Marios Savvides
[pdf] [supp]
[bibtex]
@InProceedings{Juefei-Xu_2018_CVPR,
author = {Juefei-Xu, Felix and Naresh Boddeti, Vishnu and Savvides, Marios},
title = {Perturbative Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Correlation Analysis
Yedid Hoshen,
Lior Wolf
[pdf]
[bibtex]
@InProceedings{Hoshen_2018_CVPR,
author = {Hoshen, Yedid and Wolf, Lior},
title = {Unsupervised Correlation Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Biresolution Spectral Framework for Product Quantization
Lopamudra Mukherjee,
Sathya N. Ravi,
Jiming Peng,
Vikas Singh
[pdf]
[bibtex]
@InProceedings{Mukherjee_2018_CVPR,
author = {Mukherjee, Lopamudra and Ravi, Sathya N. and Peng, Jiming and Singh, Vikas},
title = {A Biresolution Spectral Framework for Product Quantization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Domain Adaptive Faster R-CNN for Object Detection in the Wild
Yuhua Chen,
Wen Li,
Christos Sakaridis,
Dengxin Dai,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Yuhua and Li, Wen and Sakaridis, Christos and Dai, Dengxin and Van Gool, Luc},
title = {Domain Adaptive Faster R-CNN for Object Detection in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Low-Shot Learning With Large-Scale Diffusion
Matthijs Douze,
Arthur Szlam,
Bharath Hariharan,
Hervé Jégou
[pdf]
[bibtex]
@InProceedings{Douze_2018_CVPR,
author = {Douze, Matthijs and Szlam, Arthur and Hariharan, Bharath and Jégou, Hervé},
title = {Low-Shot Learning With Large-Scale Diffusion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Joint Pose and Expression Modeling for Facial Expression Recognition
Feifei Zhang,
Tianzhu Zhang,
Qirong Mao,
Changsheng Xu
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Feifei and Zhang, Tianzhu and Mao, Qirong and Xu, Changsheng},
title = {Joint Pose and Expression Modeling for Facial Expression Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Lightweight Probabilistic Deep Networks
Jochen Gast,
Stefan Roth
[pdf] [supp]
[bibtex]
@InProceedings{Gast_2018_CVPR,
author = {Gast, Jochen and Roth, Stefan},
title = {Lightweight Probabilistic Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Adversarially Learned One-Class Classifier for Novelty Detection
Mohammad Sabokrou,
Mohammad Khalooei,
Mahmood Fathy,
Ehsan Adeli
[pdf]
[bibtex]
@InProceedings{Sabokrou_2018_CVPR,
author = {Sabokrou, Mohammad and Khalooei, Mohammad and Fathy, Mahmood and Adeli, Ehsan},
title = {Adversarially Learned One-Class Classifier for Novelty Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Defense Against Universal Adversarial Perturbations
Naveed Akhtar,
Jian Liu,
Ajmal Mian
[pdf] [supp]
[bibtex]
@InProceedings{Akhtar_2018_CVPR,
author = {Akhtar, Naveed and Liu, Jian and Mian, Ajmal},
title = {Defense Against Universal Adversarial Perturbations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Disentangling Factors of Variation by Mixing Them
Qiyang Hu,
Attila Szabó,
Tiziano Portenier,
Paolo Favaro,
Matthias Zwicker
[pdf]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Qiyang and Szabó, Attila and Portenier, Tiziano and Favaro, Paolo and Zwicker, Matthias},
title = {Disentangling Factors of Variation by Mixing Them},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deformable GANs for Pose-Based Human Image Generation
Aliaksandr Siarohin,
Enver Sangineto,
Stéphane Lathuilière,
Nicu Sebe
[pdf] [supp]
[bibtex]
@InProceedings{Siarohin_2018_CVPR,
author = {Siarohin, Aliaksandr and Sangineto, Enver and Lathuilière, Stéphane and Sebe, Nicu},
title = {Deformable GANs for Pose-Based Human Image Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Hierarchical Recurrent Attention Networks for Structured Online Maps
Namdar Homayounfar,
Wei-Chiu Ma,
Shrinidhi Kowshika Lakshmikanth,
Raquel Urtasun
[pdf]
[bibtex]
@InProceedings{Homayounfar_2018_CVPR,
author = {Homayounfar, Namdar and Ma, Wei-Chiu and Kowshika Lakshmikanth, Shrinidhi and Urtasun, Raquel},
title = {Hierarchical Recurrent Attention Networks for Structured Online Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Sliced Wasserstein Distance for Learning Gaussian Mixture Models
Soheil Kolouri,
Gustavo K. Rohde,
Heiko Hoffmann
[pdf] [supp]
[bibtex]
@InProceedings{Kolouri_2018_CVPR,
author = {Kolouri, Soheil and Rohde, Gustavo K. and Hoffmann, Heiko},
title = {Sliced Wasserstein Distance for Learning Gaussian Mixture Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation
Zhen Zhang,
Mianzhi Wang,
Yan Huang,
Arye Nehorai
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Zhen and Wang, Mianzhi and Huang, Yan and Nehorai, Arye},
title = {Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition
Jedrzej Kozerawski,
Matthew Turk
[pdf]
[bibtex]
@InProceedings{Kozerawski_2018_CVPR,
author = {Kozerawski, Jedrzej and Turk, Matthew},
title = {CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Local and Global Optimization Techniques in Graph-Based Clustering
Daiki Ikami,
Toshihiko Yamasaki,
Kiyoharu Aizawa
[pdf]
[bibtex]
@InProceedings{Ikami_2018_CVPR,
author = {Ikami, Daiki and Yamasaki, Toshihiko and Aizawa, Kiyoharu},
title = {Local and Global Optimization Techniques in Graph-Based Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Task Learning by Maximizing Statistical Dependence
Youssef A. Mejjati,
Darren Cosker,
Kwang In Kim
[pdf] [supp]
[bibtex]
@InProceedings{Mejjati_2018_CVPR,
author = {Mejjati, Youssef A. and Cosker, Darren and In Kim, Kwang},
title = {Multi-Task Learning by Maximizing Statistical Dependence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Robust Classification With Convolutional Prototype Learning
Hong-Ming Yang,
Xu-Yao Zhang,
Fei Yin,
Cheng-Lin Liu
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Hong-Ming and Zhang, Xu-Yao and Yin, Fei and Liu, Cheng-Lin},
title = {Robust Classification With Convolutional Prototype Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generative Modeling Using the Sliced Wasserstein Distance
Ishan Deshpande,
Ziyu Zhang,
Alexander G. Schwing
[pdf] [supp]
[bibtex]
@InProceedings{Deshpande_2018_CVPR,
author = {Deshpande, Ishan and Zhang, Ziyu and Schwing, Alexander G.},
title = {Generative Modeling Using the Sliced Wasserstein Distance},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks
Tom Véniat,
Ludovic Denoyer
[pdf] [supp]
[bibtex]
@InProceedings{Véniat_2018_CVPR,
author = {Véniat, Tom and Denoyer, Ludovic},
title = {Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cross-View Image Synthesis Using Conditional GANs
Krishna Regmi,
Ali Borji
[pdf]
[bibtex]
@InProceedings{Regmi_2018_CVPR,
author = {Regmi, Krishna and Borji, Ali},
title = {Cross-View Image Synthesis Using Conditional GANs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Sparse, Smart Contours to Represent and Edit Images
Tali Dekel,
Chuang Gan,
Dilip Krishnan,
Ce Liu,
William T. Freeman
[pdf]
[bibtex]
@InProceedings{Dekel_2018_CVPR,
author = {Dekel, Tali and Gan, Chuang and Krishnan, Dilip and Liu, Ce and Freeman, William T.},
title = {Sparse, Smart Contours to Represent and Edit Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Anticipating Traffic Accidents With Adaptive Loss and Large-Scale Incident DB
Tomoyuki Suzuki,
Hirokatsu Kataoka,
Yoshimitsu Aoki,
Yutaka Satoh
[pdf]
[bibtex]
@InProceedings{Suzuki_2018_CVPR,
author = {Suzuki, Tomoyuki and Kataoka, Hirokatsu and Aoki, Yoshimitsu and Satoh, Yutaka},
title = {Anticipating Traffic Accidents With Adaptive Loss and Large-Scale Incident DB},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds
Tolga Birdal,
Benjamin Busam,
Nassir Navab,
Slobodan Ilic,
Peter Sturm
[pdf]
[bibtex]
@InProceedings{Birdal_2018_CVPR,
author = {Birdal, Tolga and Busam, Benjamin and Navab, Nassir and Ilic, Slobodan and Sturm, Peter},
title = {A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Facelet-Bank for Fast Portrait Manipulation
Ying-Cong Chen,
Huaijia Lin,
Michelle Shu,
Ruiyu Li,
Xin Tao,
Xiaoyong Shen,
Yangang Ye,
Jiaya Jia
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Ying-Cong and Lin, Huaijia and Shu, Michelle and Li, Ruiyu and Tao, Xin and Shen, Xiaoyong and Ye, Yangang and Jia, Jiaya},
title = {Facelet-Bank for Fast Portrait Manipulation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Visual to Sound: Generating Natural Sound for Videos in the Wild
Yipin Zhou,
Zhaowen Wang,
Chen Fang,
Trung Bui,
Tamara L. Berg
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Yipin and Wang, Zhaowen and Fang, Chen and Bui, Trung and Berg, Tamara L.},
title = {Visual to Sound: Generating Natural Sound for Videos in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare
Abhijit Kundu,
Yin Li,
James M. Rehg
[pdf]
[bibtex]
@InProceedings{Kundu_2018_CVPR,
author = {Kundu, Abhijit and Li, Yin and Rehg, James M.},
title = {3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting With a Single Convolutional Net
Wenjie Luo,
Bin Yang,
Raquel Urtasun
[pdf]
[bibtex]
@InProceedings{Luo_2018_CVPR,
author = {Luo, Wenjie and Yang, Bin and Urtasun, Raquel},
title = {Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting With a Single Convolutional Net},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

An Analysis of Scale Invariance in Object Detection ­ SNIP
Bharat Singh,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Singh_2018_CVPR,
author = {Singh, Bharat and Davis, Larry S.},
title = {An Analysis of Scale Invariance in Object Detection ­ SNIP},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Relation Networks for Object Detection
Han Hu,
Jiayuan Gu,
Zheng Zhang,
Jifeng Dai,
Yichen Wei
[pdf]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Han and Gu, Jiayuan and Zhang, Zheng and Dai, Jifeng and Wei, Yichen},
title = {Relation Networks for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Zero-Shot Sketch-Image Hashing
Yuming Shen,
Li Liu,
Fumin Shen,
Ling Shao
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yuming and Liu, Li and Shen, Fumin and Shao, Ling},
title = {Zero-Shot Sketch-Image Hashing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

VizWiz Grand Challenge: Answering Visual Questions From Blind People
Danna Gurari,
Qing Li,
Abigale J. Stangl,
Anhong Guo,
Chi Lin,
Kristen Grauman,
Jiebo Luo,
Jeffrey P. Bigham
[pdf] [supp]
[bibtex]
@InProceedings{Gurari_2018_CVPR,
author = {Gurari, Danna and Li, Qing and Stangl, Abigale J. and Guo, Anhong and Lin, Chi and Grauman, Kristen and Luo, Jiebo and Bigham, Jeffrey P.},
title = {VizWiz Grand Challenge: Answering Visual Questions From Blind People},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN
Deepak Babu Sam,
Neeraj N. Sajjan,
R. Venkatesh Babu,
Mukundhan Srinivasan
[pdf]
[bibtex]
@InProceedings{Sam_2018_CVPR,
author = {Babu Sam, Deepak and Sajjan, Neeraj N. and Venkatesh Babu, R. and Srinivasan, Mukundhan},
title = {Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Structured Set Matching Networks for One-Shot Part Labeling
Jonghyun Choi,
Jayant Krishnamurthy,
Aniruddha Kembhavi,
Ali Farhadi
[pdf] [supp]
[bibtex]
@InProceedings{Choi_2018_CVPR,
author = {Choi, Jonghyun and Krishnamurthy, Jayant and Kembhavi, Aniruddha and Farhadi, Ali},
title = {Structured Set Matching Networks for One-Shot Part Labeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection
David Novotny,
Samuel Albanie,
Diane Larlus,
Andrea Vedaldi
[pdf] [supp]
[bibtex]
@InProceedings{Novotny_2018_CVPR,
author = {Novotny, David and Albanie, Samuel and Larlus, Diane and Vedaldi, Andrea},
title = {Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Link and Code: Fast Indexing With Graphs and Compact Regression Codes
Matthijs Douze,
Alexandre Sablayrolles,
Hervé Jégou
[pdf]
[bibtex]
@InProceedings{Douze_2018_CVPR,
author = {Douze, Matthijs and Sablayrolles, Alexandre and Jégou, Hervé},
title = {Link and Code: Fast Indexing With Graphs and Compact Regression Codes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Textbook Question Answering Under Instructor Guidance With Memory Networks
Juzheng Li,
Hang Su,
Jun Zhu,
Siyu Wang,
Bo Zhang
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Juzheng and Su, Hang and Zhu, Jun and Wang, Siyu and Zhang, Bo},
title = {Textbook Question Answering Under Instructor Guidance With Memory Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Deep Generative Adversarial Hashing Network
Kamran Ghasedi Dizaji,
Feng Zheng,
Najmeh Sadoughi,
Yanhua Yang,
Cheng Deng,
Heng Huang
[pdf]
[bibtex]
@InProceedings{Dizaji_2018_CVPR,
author = {Ghasedi Dizaji, Kamran and Zheng, Feng and Sadoughi, Najmeh and Yang, Yanhua and Deng, Cheng and Huang, Heng},
title = {Unsupervised Deep Generative Adversarial Hashing Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments
Peter Anderson,
Qi Wu,
Damien Teney,
Jake Bruce,
Mark Johnson,
Niko Sünderhauf,
Ian Reid,
Stephen Gould,
Anton van den Hengel
[pdf] [supp]
[bibtex]
@InProceedings{Anderson_2018_CVPR,
author = {Anderson, Peter and Wu, Qi and Teney, Damien and Bruce, Jake and Johnson, Mark and Sünderhauf, Niko and Reid, Ian and Gould, Stephen and van den Hengel, Anton},
title = {Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DenseASPP for Semantic Segmentation in Street Scenes
Maoke Yang,
Kun Yu,
Chi Zhang,
Zhiwei Li,
Kuiyuan Yang
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Maoke and Yu, Kun and Zhang, Chi and Li, Zhiwei and Yang, Kuiyuan},
title = {DenseASPP for Semantic Segmentation in Street Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient Optimization for Rank-Based Loss Functions
Pritish Mohapatra,
Michal Rolínek,
C.V. Jawahar,
Vladimir Kolmogorov,
M. Pawan Kumar
[pdf] [supp]
[bibtex]
@InProceedings{Mohapatra_2018_CVPR,
author = {Mohapatra, Pritish and Rolínek, Michal and Jawahar, C.V. and Kolmogorov, Vladimir and Pawan Kumar, M.},
title = {Efficient Optimization for Rank-Based Loss Functions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Wasserstein Introspective Neural Networks
Kwonjoon Lee,
Weijian Xu,
Fan Fan,
Zhuowen Tu
[pdf]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Kwonjoon and Xu, Weijian and Fan, Fan and Tu, Zhuowen},
title = {Wasserstein Introspective Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Taskonomy: Disentangling Task Transfer Learning
Amir R. Zamir,
Alexander Sax,
William Shen,
Leonidas J. Guibas,
Jitendra Malik,
Silvio Savarese
[pdf]
[bibtex]
@InProceedings{Zamir_2018_CVPR,
author = {Zamir, Amir R. and Sax, Alexander and Shen, William and Guibas, Leonidas J. and Malik, Jitendra and Savarese, Silvio},
title = {Taskonomy: Disentangling Task Transfer Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
Kuniaki Saito,
Kohei Watanabe,
Yoshitaka Ushiku,
Tatsuya Harada
[pdf] [supp]
[bibtex]
@InProceedings{Saito_2018_CVPR,
author = {Saito, Kuniaki and Watanabe, Kohei and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Maximum Classifier Discrepancy for Unsupervised Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Feature Learning via Non-Parametric Instance Discrimination
Zhirong Wu,
Yuanjun Xiong,
Stella X. Yu,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Zhirong and Xiong, Yuanjun and Yu, Stella X. and Lin, Dahua},
title = {Unsupervised Feature Learning via Non-Parametric Instance Discrimination},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Task Adversarial Network for Disentangled Feature Learning
Yang Liu,
Zhaowen Wang,
Hailin Jin,
Ian Wassell
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Yang and Wang, Zhaowen and Jin, Hailin and Wassell, Ian},
title = {Multi-Task Adversarial Network for Disentangled Feature Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Swami Sankaranarayanan,
Yogesh Balaji,
Arpit Jain,
Ser Nam Lim,
Rama Chellappa
[pdf] [supp]
[bibtex]
@InProceedings{Sankaranarayanan_2018_CVPR,
author = {Sankaranarayanan, Swami and Balaji, Yogesh and Jain, Arpit and Nam Lim, Ser and Chellappa, Rama},
title = {Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Empirical Study of the Topology and Geometry of Deep Networks
Alhussein Fawzi,
Seyed-Mohsen Moosavi-Dezfooli,
Pascal Frossard,
Stefano Soatto
[pdf] [supp]
[bibtex]
@InProceedings{Fawzi_2018_CVPR,
author = {Fawzi, Alhussein and Moosavi-Dezfooli, Seyed-Mohsen and Frossard, Pascal and Soatto, Stefano},
title = {Empirical Study of the Topology and Geometry of Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Boosting Domain Adaptation by Discovering Latent Domains
Massimiliano Mancini,
Lorenzo Porzi,
Samuel Rota Bulò,
Barbara Caputo,
Elisa Ricci
[pdf] [supp]
[bibtex]
@InProceedings{Mancini_2018_CVPR,
author = {Mancini, Massimiliano and Porzi, Lorenzo and Rota Bulò, Samuel and Caputo, Barbara and Ricci, Elisa},
title = {Boosting Domain Adaptation by Discovering Latent Domains},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Shape From Shading Through Shape Evolution
Dawei Yang,
Jia Deng
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Dawei and Deng, Jia},
title = {Shape From Shading Through Shape Evolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly Supervised Instance Segmentation Using Class Peak Response
Yanzhao Zhou,
Yi Zhu,
Qixiang Ye,
Qiang Qiu,
Jianbin Jiao
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Yanzhao and Zhu, Yi and Ye, Qixiang and Qiu, Qiang and Jiao, Jianbin},
title = {Weakly Supervised Instance Segmentation Using Class Peak Response},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Collaborative and Adversarial Network for Unsupervised Domain Adaptation
Weichen Zhang,
Wanli Ouyang,
Wen Li,
Dong Xu
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Weichen and Ouyang, Wanli and Li, Wen and Xu, Dong},
title = {Collaborative and Adversarial Network for Unsupervised Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines
Shuqin Xie,
Zitian Chen,
Chao Xu,
Cewu Lu
[pdf] [supp]
[bibtex]
@InProceedings{Xie_2018_CVPR,
author = {Xie, Shuqin and Chen, Zitian and Xu, Chao and Lu, Cewu},
title = {Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Teaching Categories to Human Learners With Visual Explanations
Oisin Mac Aodha,
Shihan Su,
Yuxin Chen,
Pietro Perona,
Yisong Yue
[pdf]
[bibtex]
@InProceedings{Aodha_2018_CVPR,
author = {Mac Aodha, Oisin and Su, Shihan and Chen, Yuxin and Perona, Pietro and Yue, Yisong},
title = {Teaching Categories to Human Learners With Visual Explanations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Density Adaptive Point Set Registration
Felix Järemo Lawin,
Martin Danelljan,
Fahad Shahbaz Khan,
Per-Erik Forssén,
Michael Felsberg
[pdf] [supp]
[bibtex]
@InProceedings{Lawin_2018_CVPR,
author = {Järemo Lawin, Felix and Danelljan, Martin and Shahbaz Khan, Fahad and Forssén, Per-Erik and Felsberg, Michael},
title = {Density Adaptive Point Set Registration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Left-Right Comparative Recurrent Model for Stereo Matching
Zequn Jie,
Pengfei Wang,
Yonggen Ling,
Bo Zhao,
Yunchao Wei,
Jiashi Feng,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Jie_2018_CVPR,
author = {Jie, Zequn and Wang, Pengfei and Ling, Yonggen and Zhao, Bo and Wei, Yunchao and Feng, Jiashi and Liu, Wei},
title = {Left-Right Comparative Recurrent Model for Stereo Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Im2Pano3D: Extrapolating 360° Structure and Semantics Beyond the Field of View
Shuran Song,
Andy Zeng,
Angel X. Chang,
Manolis Savva,
Silvio Savarese,
Thomas Funkhouser
[pdf]
[bibtex]
@InProceedings{Song_2018_CVPR,
author = {Song, Shuran and Zeng, Andy and Chang, Angel X. and Savva, Manolis and Savarese, Silvio and Funkhouser, Thomas},
title = {Im2Pano3D: Extrapolating 360° Structure and Semantics Beyond the Field of View},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Polarimetric Dense Monocular SLAM
Luwei Yang,
Feitong Tan,
Ao Li,
Zhaopeng Cui,
Yasutaka Furukawa,
Ping Tan
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Luwei and Tan, Feitong and Li, Ao and Cui, Zhaopeng and Furukawa, Yasutaka and Tan, Ping},
title = {Polarimetric Dense Monocular SLAM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation
Guillermo Gallego,
Henri Rebecq,
Davide Scaramuzza
[pdf] [supp]
[bibtex]
@InProceedings{Gallego_2018_CVPR,
author = {Gallego, Guillermo and Rebecq, Henri and Scaramuzza, Davide},
title = {A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Modeling Facial Geometry Using Compositional VAEs
Timur Bagautdinov,
Chenglei Wu,
Jason Saragih,
Pascal Fua,
Yaser Sheikh
[pdf] [supp]
[bibtex]
@InProceedings{Bagautdinov_2018_CVPR,
author = {Bagautdinov, Timur and Wu, Chenglei and Saragih, Jason and Fua, Pascal and Sheikh, Yaser},
title = {Modeling Facial Geometry Using Compositional VAEs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Tangent Convolutions for Dense Prediction in 3D
Maxim Tatarchenko,
Jaesik Park,
Vladlen Koltun,
Qian-Yi Zhou
[pdf]
[bibtex]
@InProceedings{Tatarchenko_2018_CVPR,
author = {Tatarchenko, Maxim and Park, Jaesik and Koltun, Vladlen and Zhou, Qian-Yi},
title = {Tangent Convolutions for Dense Prediction in 3D},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials
Despoina Paschalidou,
Osman Ulusoy,
Carolin Schmitt,
Luc Van Gool,
Andreas Geiger
[pdf]
[bibtex]
@InProceedings{Paschalidou_2018_CVPR,
author = {Paschalidou, Despoina and Ulusoy, Osman and Schmitt, Carolin and Van Gool, Luc and Geiger, Andreas},
title = {RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Neural 3D Mesh Renderer
Hiroharu Kato,
Yoshitaka Ushiku,
Tatsuya Harada
[pdf] [supp]
[bibtex]
@InProceedings{Kato_2018_CVPR,
author = {Kato, Hiroharu and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Neural 3D Mesh Renderer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
Dan Xu,
Wei Wang,
Hao Tang,
Hong Liu,
Nicu Sebe,
Elisa Ricci
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Dan and Wang, Wei and Tang, Hao and Liu, Hong and Sebe, Nicu and Ricci, Elisa},
title = {Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Automatic 3D Indoor Scene Modeling From Single Panorama
Yang Yang,
Shi Jin,
Ruiyang Liu,
Sing Bing Kang,
Jingyi Yu
[pdf]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Yang and Jin, Shi and Liu, Ruiyang and Bing Kang, Sing and Yu, Jingyi},
title = {Automatic 3D Indoor Scene Modeling From Single Panorama},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Extreme 3D Face Reconstruction: Seeing Through Occlusions
Anh Tuấn Trần,
Tal Hassner,
Iacopo Masi,
Eran Paz,
Yuval Nirkin,
Gérard Medioni
[pdf]
[bibtex]
@InProceedings{Trần_2018_CVPR,
author = {Tuấn Trần, Anh and Hassner, Tal and Masi, Iacopo and Paz, Eran and Nirkin, Yuval and Medioni, Gérard},
title = {Extreme 3D Face Reconstruction: Seeing Through Occlusions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Beyond Grobner Bases: Basis Selection for Minimal Solvers
Viktor Larsson,
Magnus Oskarsson,
Kalle Astrom,
Alge Wallis,
Zuzana Kukelova,
Tomas Pajdla
[pdf]
[bibtex]
@InProceedings{Larsson_2018_CVPR,
author = {Larsson, Viktor and Oskarsson, Magnus and Astrom, Kalle and Wallis, Alge and Kukelova, Zuzana and Pajdla, Tomas},
title = {Beyond Grobner Bases: Basis Selection for Minimal Solvers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Lions and Tigers and Bears: Capturing Non-Rigid, 3D, Articulated Shape From Images
Silvia Zuffi,
Angjoo Kanazawa,
Michael J. Black
[pdf]
[bibtex]
@InProceedings{Zuffi_2018_CVPR,
author = {Zuffi, Silvia and Kanazawa, Angjoo and Black, Michael J.},
title = {Lions and Tigers and Bears: Capturing Non-Rigid, 3D, Articulated Shape From Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift
Ruijia Xu,
Ziliang Chen,
Wangmeng Zuo,
Junjie Yan,
Liang Lin
[pdf] [supp]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Ruijia and Chen, Ziliang and Zuo, Wangmeng and Yan, Junjie and Lin, Liang},
title = {Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images
Gui-Song Xia,
Xiang Bai,
Jian Ding,
Zhen Zhu,
Serge Belongie,
Jiebo Luo,
Mihai Datcu,
Marcello Pelillo,
Liangpei Zhang
[pdf]
[bibtex]
@InProceedings{Xia_2018_CVPR,
author = {Xia, Gui-Song and Bai, Xiang and Ding, Jian and Zhu, Zhen and Belongie, Serge and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei},
title = {DOTA: A Large-Scale Dataset for Object Detection in Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization
Martin Engilberge,
Louis Chevallier,
Patrick Pérez,
Matthieu Cord
[pdf]
[bibtex]
@InProceedings{Engilberge_2018_CVPR,
author = {Engilberge, Martin and Chevallier, Louis and Pérez, Patrick and Cord, Matthieu},
title = {Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Feature Super-Resolution: Make Machine See More Clearly
Weimin Tan,
Bo Yan,
Bahetiyaer Bare
[pdf]
[bibtex]
@InProceedings{Tan_2018_CVPR,
author = {Tan, Weimin and Yan, Bo and Bare, Bahetiyaer},
title = {Feature Super-Resolution: Make Machine See More Clearly},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information
Rodney LaLonde,
Dong Zhang,
Mubarak Shah
[pdf] [supp]
[bibtex]
@InProceedings{LaLonde_2018_CVPR,
author = {LaLonde, Rodney and Zhang, Dong and Shah, Mubarak},
title = {ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features
Liang-Chieh Chen,
Alexander Hermans,
George Papandreou,
Florian Schroff,
Peng Wang,
Hartwig Adam
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Liang-Chieh and Hermans, Alexander and Papandreou, George and Schroff, Florian and Wang, Peng and Adam, Hartwig},
title = {MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Hashing as Tie-Aware Learning to Rank
Kun He,
Fatih Cakir,
Sarah Adel Bargal,
Stan Sclaroff
[pdf] [supp]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Kun and Cakir, Fatih and Adel Bargal, Sarah and Sclaroff, Stan},
title = {Hashing as Tie-Aware Learning to Rank},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Classification-Driven Dynamic Image Enhancement
Vivek Sharma,
Ali Diba,
Davy Neven,
Michael S. Brown,
Luc Van Gool,
Rainer Stiefelhagen
[pdf]
[bibtex]
@InProceedings{Sharma_2018_CVPR,
author = {Sharma, Vivek and Diba, Ali and Neven, Davy and Brown, Michael S. and Van Gool, Luc and Stiefelhagen, Rainer},
title = {Classification-Driven Dynamic Image Enhancement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Knowledge Aided Consistency for Weakly Supervised Phrase Grounding
Kan Chen,
Jiyang Gao,
Ram Nevatia
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Kan and Gao, Jiyang and Nevatia, Ram},
title = {Knowledge Aided Consistency for Weakly Supervised Phrase Grounding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Who Let the Dogs Out? Modeling Dog Behavior From Visual Data
Kiana Ehsani,
Hessam Bagherinezhad,
Joseph Redmon,
Roozbeh Mottaghi,
Ali Farhadi
[pdf]
[bibtex]
@InProceedings{Ehsani_2018_CVPR,
author = {Ehsani, Kiana and Bagherinezhad, Hessam and Redmon, Joseph and Mottaghi, Roozbeh and Farhadi, Ali},
title = {Who Let the Dogs Out? Modeling Dog Behavior From Visual Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pseudo Mask Augmented Object Detection
Xiangyun Zhao,
Shuang Liang,
Yichen Wei
[pdf]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Xiangyun and Liang, Shuang and Wei, Yichen},
title = {Pseudo Mask Augmented Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dual Skipping Networks
Changmao Cheng,
Yanwei Fu,
Yu-Gang Jiang,
Wei Liu,
Wenlian Lu,
Jianfeng Feng,
Xiangyang Xue
[pdf]
[bibtex]
@InProceedings{Cheng_2018_CVPR,
author = {Cheng, Changmao and Fu, Yanwei and Jiang, Yu-Gang and Liu, Wei and Lu, Wenlian and Feng, Jianfeng and Xue, Xiangyang},
title = {Dual Skipping Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Memory Matching Networks for One-Shot Image Recognition
Qi Cai,
Yingwei Pan,
Ting Yao,
Chenggang Yan,
Tao Mei
[pdf]
[bibtex]
@InProceedings{Cai_2018_CVPR,
author = {Cai, Qi and Pan, Yingwei and Yao, Ting and Yan, Chenggang and Mei, Tao},
title = {Memory Matching Networks for One-Shot Image Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

IQA: Visual Question Answering in Interactive Environments
Daniel Gordon,
Aniruddha Kembhavi,
Mohammad Rastegari,
Joseph Redmon,
Dieter Fox,
Ali Farhadi
[pdf]
[bibtex]
@InProceedings{Gordon_2018_CVPR,
author = {Gordon, Daniel and Kembhavi, Aniruddha and Rastegari, Mohammad and Redmon, Joseph and Fox, Dieter and Farhadi, Ali},
title = {IQA: Visual Question Answering in Interactive Environments},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pose Transferrable Person Re-Identification
Jinxian Liu,
Bingbing Ni,
Yichao Yan,
Peng Zhou,
Shuo Cheng,
Jianguo Hu
[pdf]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Jinxian and Ni, Bingbing and Yan, Yichao and Zhou, Peng and Cheng, Shuo and Hu, Jianguo},
title = {Pose Transferrable Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
Yin Cui,
Yang Song,
Chen Sun,
Andrew Howard,
Serge Belongie
[pdf]
[bibtex]
@InProceedings{Cui_2018_CVPR,
author = {Cui, Yin and Song, Yang and Sun, Chen and Howard, Andrew and Belongie, Serge},
title = {Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Data Distillation: Towards Omni-Supervised Learning
Ilija Radosavovic,
Piotr Dollár,
Ross Girshick,
Georgia Gkioxari,
Kaiming He
[pdf]
[bibtex]
@InProceedings{Radosavovic_2018_CVPR,
author = {Radosavovic, Ilija and Dollár, Piotr and Girshick, Ross and Gkioxari, Georgia and He, Kaiming},
title = {Data Distillation: Towards Omni-Supervised Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Object Referring in Videos With Language and Human Gaze
Arun Balajee Vasudevan,
Dengxin Dai,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Vasudevan_2018_CVPR,
author = {Balajee Vasudevan, Arun and Dai, Dengxin and Van Gool, Luc},
title = {Object Referring in Videos With Language and Human Gaze},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Feature Selective Networks for Object Detection
Yao Zhai,
Jingjing Fu,
Yan Lu,
Houqiang Li
[pdf]
[bibtex]
@InProceedings{Zhai_2018_CVPR,
author = {Zhai, Yao and Fu, Jingjing and Lu, Yan and Li, Houqiang},
title = {Feature Selective Networks for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
Yaming Wang,
Vlad I. Morariu,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Yaming and Morariu, Vlad I. and Davis, Larry S.},
title = {Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Grounding Referring Expressions in Images by Variational Context
Hanwang Zhang,
Yulei Niu,
Shih-Fu Chang
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Hanwang and Niu, Yulei and Chang, Shih-Fu},
title = {Grounding Referring Expressions in Images by Variational Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams
Daesik Kim,
YoungJoon Yoo,
Jee-Soo Kim,
SangKuk Lee,
Nojun Kwak
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2018_CVPR,
author = {Kim, Daesik and Yoo, YoungJoon and Kim, Jee-Soo and Lee, SangKuk and Kwak, Nojun},
title = {Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Network Architecture for Point Cloud Classification via Automatic Depth Images Generation
Riccardo Roveri,
Lukas Rahmann,
Cengiz Oztireli,
Markus Gross
[pdf] [supp]
[bibtex]
@InProceedings{Roveri_2018_CVPR,
author = {Roveri, Riccardo and Rahmann, Lukas and Oztireli, Cengiz and Gross, Markus},
title = {A Network Architecture for Point Cloud Classification via Automatic Depth Images Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Towards Dense Object Tracking in a 2D Honeybee Hive
Katarzyna Bozek,
Laetitia Hebert,
Alexander S. Mikheyev,
Greg J. Stephens
[pdf] [supp]
[bibtex]
@InProceedings{Bozek_2018_CVPR,
author = {Bozek, Katarzyna and Hebert, Laetitia and Mikheyev, Alexander S. and Stephens, Greg J.},
title = {Towards Dense Object Tracking in a 2D Honeybee Hive},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty
Apratim Bhattacharyya,
Mario Fritz,
Bernt Schiele
[pdf] [supp]
[bibtex]
@InProceedings{Bhattacharyya_2018_CVPR,
author = {Bhattacharyya, Apratim and Fritz, Mario and Schiele, Bernt},
title = {Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Single-Shot Refinement Neural Network for Object Detection
Shifeng Zhang,
Longyin Wen,
Xiao Bian,
Zhen Lei,
Stan Z. Li
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Shifeng and Wen, Longyin and Bian, Xiao and Lei, Zhen and Li, Stan Z.},
title = {Single-Shot Refinement Neural Network for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Video Captioning via Hierarchical Reinforcement Learning
Xin Wang,
Wenhu Chen,
Jiawei Wu,
Yuan-Fang Wang,
William Yang Wang
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xin and Chen, Wenhu and Wu, Jiawei and Wang, Yuan-Fang and Yang Wang, William},
title = {Video Captioning via Hierarchical Reinforcement Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge
Damien Teney,
Peter Anderson,
Xiaodong He,
Anton van den Hengel
[pdf] [supp]
[bibtex]
@InProceedings{Teney_2018_CVPR,
author = {Teney, Damien and Anderson, Peter and He, Xiaodong and van den Hengel, Anton},
title = {Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Segment Every Thing
Ronghang Hu,
Piotr Dollár,
Kaiming He,
Trevor Darrell,
Ross Girshick
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Ronghang and Dollár, Piotr and He, Kaiming and Darrell, Trevor and Girshick, Ross},
title = {Learning to Segment Every Thing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval
Chao Li,
Cheng Deng,
Ning Li,
Wei Liu,
Xinbo Gao,
Dacheng Tao
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Chao and Deng, Cheng and Li, Ning and Liu, Wei and Gao, Xinbo and Tao, Dacheng},
title = {Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries
Bohan Zhuang,
Qi Wu,
Chunhua Shen,
Ian Reid,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Zhuang_2018_CVPR,
author = {Zhuang, Bohan and Wu, Qi and Shen, Chunhua and Reid, Ian and van den Hengel, Anton},
title = {Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Zigzag Learning for Weakly Supervised Object Detection
Xiaopeng Zhang,
Jiashi Feng,
Hongkai Xiong,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Xiaopeng and Feng, Jiashi and Xiong, Hongkai and Tian, Qi},
title = {Zigzag Learning for Weakly Supervised Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification
Wenguan Wang,
Yuanlu Xu,
Jianbing Shen,
Song-Chun Zhu
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Wenguan and Xu, Yuanlu and Shen, Jianbing and Zhu, Song-Chun},
title = {Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generalized Zero-Shot Learning via Synthesized Examples
Vinay Kumar Verma,
Gundeep Arora,
Ashish Mishra,
Piyush Rai
[pdf]
[bibtex]
@InProceedings{Verma_2018_CVPR,
author = {Kumar Verma, Vinay and Arora, Gundeep and Mishra, Ashish and Rai, Piyush},
title = {Generalized Zero-Shot Learning via Synthesized Examples},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning
Jiajiong Cao,
Yingming Li,
Zhongfei Zhang
[pdf]
[bibtex]
@InProceedings{Cao_2018_CVPR,
author = {Cao, Jiajiong and Li, Yingming and Zhang, Zhongfei},
title = {Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks
Julian Faraone,
Nicholas Fraser,
Michaela Blott,
Philip H.W. Leong
[pdf]
[bibtex]
@InProceedings{Faraone_2018_CVPR,
author = {Faraone, Julian and Fraser, Nicholas and Blott, Michaela and Leong, Philip H.W.},
title = {SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems
Florian Bernard,
Christian Theobalt,
Michael Moeller
[pdf] [supp]
[bibtex]
@InProceedings{Bernard_2018_CVPR,
author = {Bernard, Florian and Theobalt, Christian and Moeller, Michael},
title = {DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Mutual Learning
Ying Zhang,
Tao Xiang,
Timothy M. Hospedales,
Huchuan Lu
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Ying and Xiang, Tao and Hospedales, Timothy M. and Lu, Huchuan},
title = {Deep Mutual Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Coupled End-to-End Transfer Learning With Generalized Fisher Information
Shixing Chen,
Caojin Zhang,
Ming Dong
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Shixing and Zhang, Caojin and Dong, Ming},
title = {Coupled End-to-End Transfer Learning With Generalized Fisher Information},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Residual Parameter Transfer for Deep Domain Adaptation
Artem Rozantsev,
Mathieu Salzmann,
Pascal Fua
[pdf] [supp]
[bibtex]
@InProceedings{Rozantsev_2018_CVPR,
author = {Rozantsev, Artem and Salzmann, Mathieu and Fua, Pascal},
title = {Residual Parameter Transfer for Deep Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

High-Order Tensor Regularization With Application to Attribute Ranking
Kwang In Kim,
Juhyun Park,
James Tompkin
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2018_CVPR,
author = {In Kim, Kwang and Park, Juhyun and Tompkin, James},
title = {High-Order Tensor Regularization With Application to Attribute Ranking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Localize Sound Source in Visual Scenes
Arda Senocak,
Tae-Hyun Oh,
Junsik Kim,
Ming-Hsuan Yang,
In So Kweon
[pdf] [supp]
[bibtex]
@InProceedings{Senocak_2018_CVPR,
author = {Senocak, Arda and Oh, Tae-Hyun and Kim, Junsik and Yang, Ming-Hsuan and So Kweon, In},
title = {Learning to Localize Sound Source in Visual Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic Few-Shot Visual Learning Without Forgetting
Spyros Gidaris,
Nikos Komodakis
[pdf] [supp]
[bibtex]
@InProceedings{Gidaris_2018_CVPR,
author = {Gidaris, Spyros and Komodakis, Nikos},
title = {Dynamic Few-Shot Visual Learning Without Forgetting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Two-Step Quantization for Low-Bit Neural Networks
Peisong Wang,
Qinghao Hu,
Yifan Zhang,
Chunjie Zhang,
Yang Liu,
Jian Cheng
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Peisong and Hu, Qinghao and Zhang, Yifan and Zhang, Chunjie and Liu, Yang and Cheng, Jian},
title = {Two-Step Quantization for Low-Bit Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks
Nick Johnston,
Damien Vincent,
David Minnen,
Michele Covell,
Saurabh Singh,
Troy Chinen,
Sung Jin Hwang,
Joel Shor,
George Toderici
[pdf] [supp]
[bibtex]
@InProceedings{Johnston_2018_CVPR,
author = {Johnston, Nick and Vincent, Damien and Minnen, David and Covell, Michele and Singh, Saurabh and Chinen, Troy and Jin Hwang, Sung and Shor, Joel and Toderici, George},
title = {Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Conditional Probability Models for Deep Image Compression
Fabian Mentzer,
Eirikur Agustsson,
Michael Tschannen,
Radu Timofte,
Luc Van Gool
[pdf] [supp]
[bibtex]
@InProceedings{Mentzer_2018_CVPR,
author = {Mentzer, Fabian and Agustsson, Eirikur and Tschannen, Michael and Timofte, Radu and Van Gool, Luc},
title = {Conditional Probability Models for Deep Image Compression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Diffeomorphic Transformer Networks
Nicki Skafte Detlefsen,
Oren Freifeld,
Søren Hauberg
[pdf] [supp]
[bibtex]
@InProceedings{Detlefsen_2018_CVPR,
author = {Skafte Detlefsen, Nicki and Freifeld, Oren and Hauberg, Søren},
title = {Deep Diffeomorphic Transformer Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

The LováSz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks
Maxim Berman,
Amal Rannen Triki,
Matthew B. Blaschko
[pdf] [supp]
[bibtex]
@InProceedings{Berman_2018_CVPR,
author = {Berman, Maxim and Rannen Triki, Amal and Blaschko, Matthew B.},
title = {The LováSz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generative Adversarial Perturbations
Omid Poursaeed,
Isay Katsman,
Bicheng Gao,
Serge Belongie
[pdf] [supp]
[bibtex]
@InProceedings{Poursaeed_2018_CVPR,
author = {Poursaeed, Omid and Katsman, Isay and Gao, Bicheng and Belongie, Serge},
title = {Generative Adversarial Perturbations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Strict Identity Mappings in Deep Residual Networks
Xin Yu,
Zhiding Yu,
Srikumar Ramalingam
[pdf]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Xin and Yu, Zhiding and Ramalingam, Srikumar},
title = {Learning Strict Identity Mappings in Deep Residual Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometric Robustness of Deep Networks: Analysis and Improvement
Can Kanbak,
Seyed-Mohsen Moosavi-Dezfooli,
Pascal Frossard
[pdf] [supp]
[bibtex]
@InProceedings{Kanbak_2018_CVPR,
author = {Kanbak, Can and Moosavi-Dezfooli, Seyed-Mohsen and Frossard, Pascal},
title = {Geometric Robustness of Deep Networks: Analysis and Improvement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

View Extrapolation of Human Body From a Single Image
Hao Zhu,
Hao Su,
Peng Wang,
Xun Cao,
Ruigang Yang
[pdf]
[bibtex]
@InProceedings{Zhu_2018_CVPR,
author = {Zhu, Hao and Su, Hao and Wang, Peng and Cao, Xun and Yang, Ruigang},
title = {View Extrapolation of Human Body From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometry Aware Constrained Optimization Techniques for Deep Learning
Soumava Kumar Roy,
Zakaria Mhammedi,
Mehrtash Harandi
[pdf]
[bibtex]
@InProceedings{Roy_2018_CVPR,
author = {Kumar Roy, Soumava and Mhammedi, Zakaria and Harandi, Mehrtash},
title = {Geometry Aware Constrained Optimization Techniques for Deep Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition
Mikaela Angelina Uy,
Gim Hee Lee
[pdf] [supp]
[bibtex]
@InProceedings{Uy_2018_CVPR,
author = {Angelina Uy, Mikaela and Hee Lee, Gim},
title = {PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption
Xiyu Yu,
Tongliang Liu,
Mingming Gong,
Kayhan Batmanghelich,
Dacheng Tao
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Xiyu and Liu, Tongliang and Gong, Mingming and Batmanghelich, Kayhan and Tao, Dacheng},
title = {An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
Yin Zhou,
Oncel Tuzel
[pdf] [supp]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Yin and Tuzel, Oncel},
title = {VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image to Image Translation for Domain Adaptation
Zak Murez,
Soheil Kolouri,
David Kriegman,
Ravi Ramamoorthi,
Kyungnam Kim
[pdf]
[bibtex]
@InProceedings{Murez_2018_CVPR,
author = {Murez, Zak and Kolouri, Soheil and Kriegman, David and Ramamoorthi, Ravi and Kim, Kyungnam},
title = {Image to Image Translation for Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MobileNetV2: Inverted Residuals and Linear Bottlenecks
Mark Sandler,
Andrew Howard,
Menglong Zhu,
Andrey Zhmoginov,
Liang-Chieh Chen
[pdf]
[bibtex]
@InProceedings{Sandler_2018_CVPR,
author = {Sandler, Mark and Howard, Andrew and Zhu, Menglong and Zhmoginov, Andrey and Chen, Liang-Chieh},
title = {MobileNetV2: Inverted Residuals and Linear Bottlenecks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Im2Struct: Recovering 3D Shape Structure From a Single RGB Image
Chengjie Niu,
Jun Li,
Kai Xu
[pdf]
[bibtex]
@InProceedings{Niu_2018_CVPR,
author = {Niu, Chengjie and Li, Jun and Xu, Kai},
title = {Im2Struct: Recovering 3D Shape Structure From a Single RGB Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Trust Your Model: Light Field Depth Estimation With Inline Occlusion Handling
Hendrik Schilling,
Maximilian Diebold,
Carsten Rother,
Bernd Jähne
[pdf]
[bibtex]
@InProceedings{Schilling_2018_CVPR,
author = {Schilling, Hendrik and Diebold, Maximilian and Rother, Carsten and Jähne, Bernd},
title = {Trust Your Model: Light Field Depth Estimation With Inline Occlusion Handling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Baseline Desensitizing in Translation Averaging
Bingbing Zhuang,
Loong-Fah Cheong,
Gim Hee Lee
[pdf] [supp]
[bibtex]
@InProceedings{Zhuang_2018_CVPR,
author = {Zhuang, Bingbing and Cheong, Loong-Fah and Hee Lee, Gim},
title = {Baseline Desensitizing in Translation Averaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling
Yiru Shen,
Chen Feng,
Yaoqing Yang,
Dong Tian
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yiru and Feng, Chen and Yang, Yaoqing and Tian, Dong},
title = {Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs
Loic Landrieu,
Martin Simonovsky
[pdf] [supp]
[bibtex]
@InProceedings{Landrieu_2018_CVPR,
author = {Landrieu, Loic and Simonovsky, Martin},
title = {Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Very Large-Scale Global SfM by Distributed Motion Averaging
Siyu Zhu,
Runze Zhang,
Lei Zhou,
Tianwei Shen,
Tian Fang,
Ping Tan,
Long Quan
[pdf]
[bibtex]
@InProceedings{Zhu_2018_CVPR,
author = {Zhu, Siyu and Zhang, Runze and Zhou, Lei and Shen, Tianwei and Fang, Tian and Tan, Ping and Quan, Long},
title = {Very Large-Scale Global SfM by Distributed Motion Averaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
Angela Dai,
Daniel Ritchie,
Martin Bokeloh,
Scott Reed,
Jürgen Sturm,
Matthias Nießner
[pdf] [supp]
[bibtex]
@InProceedings{Dai_2018_CVPR,
author = {Dai, Angela and Ritchie, Daniel and Bokeloh, Martin and Reed, Scott and Sturm, Jürgen and Nießner, Matthias},
title = {ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Solving the Perspective-2-Point Problem for Flying-Camera Photo Composition
Ziquan Lan,
David Hsu,
Gim Hee Lee
[pdf]
[bibtex]
@InProceedings{Lan_2018_CVPR,
author = {Lan, Ziquan and Hsu, David and Hee Lee, Gim},
title = {Solving the Perspective-2-Point Problem for Flying-Camera Photo Composition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Reflection Removal for Large-Scale 3D Point Clouds
Jae-Seong Yun,
Jae-Young Sim
[pdf]
[bibtex]
@InProceedings{Yun_2018_CVPR,
author = {Yun, Jae-Seong and Sim, Jae-Young},
title = {Reflection Removal for Large-Scale 3D Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Attentional ShapeContextNet for Point Cloud Recognition
Saining Xie,
Sainan Liu,
Zeyu Chen,
Zhuowen Tu
[pdf]
[bibtex]
@InProceedings{Xie_2018_CVPR,
author = {Xie, Saining and Liu, Sainan and Chen, Zeyu and Tu, Zhuowen},
title = {Attentional ShapeContextNet for Point Cloud Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometry-Aware Deep Network for Single-Image Novel View Synthesis
Miaomiao Liu,
Xuming He,
Mathieu Salzmann
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Miaomiao and He, Xuming and Salzmann, Mathieu},
title = {Geometry-Aware Deep Network for Single-Image Novel View Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

InverseFaceNet: Deep Monocular Inverse Face Rendering
Hyeongwoo Kim,
Michael Zollhöfer,
Ayush Tewari,
Justus Thies,
Christian Richardt,
Christian Theobalt
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2018_CVPR,
author = {Kim, Hyeongwoo and Zollhöfer, Michael and Tewari, Ayush and Thies, Justus and Richardt, Christian and Theobalt, Christian},
title = {InverseFaceNet: Deep Monocular Inverse Face Rendering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Sparse Photometric 3D Face Reconstruction Guided by Morphable Models
Xuan Cao,
Zhang Chen,
Anpei Chen,
Xin Chen,
Shiying Li,
Jingyi Yu
[pdf]
[bibtex]
@InProceedings{Cao_2018_CVPR,
author = {Cao, Xuan and Chen, Zhang and Chen, Anpei and Chen, Xin and Li, Shiying and Yu, Jingyi},
title = {Sparse Photometric 3D Face Reconstruction Guided by Morphable Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Texture Mapping for 3D Reconstruction With RGB-D Sensor
Yanping Fu,
Qingan Yan,
Long Yang,
Jie Liao,
Chunxia Xiao
[pdf]
[bibtex]
@InProceedings{Fu_2018_CVPR,
author = {Fu, Yanping and Yan, Qingan and Yang, Long and Liao, Jie and Xiao, Chunxia},
title = {Texture Mapping for 3D Reconstruction With RGB-D Sensor},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Less Is More - 6D Camera Localization via 3D Surface Regression
Eric Brachmann,
Carsten Rother
[pdf] [supp]
[bibtex]
@InProceedings{Brachmann_2018_CVPR,
author = {Brachmann, Eric and Rother, Carsten},
title = {Learning Less Is More - 6D Camera Localization via 3D Surface Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Feature Mapping for Learning Fast and Accurate 3D Pose Inference From Synthetic Images
Mahdi Rad,
Markus Oberweger,
Vincent Lepetit
[pdf]
[bibtex]
@InProceedings{Rad_2018_CVPR,
author = {Rad, Mahdi and Oberweger, Markus and Lepetit, Vincent},
title = {Feature Mapping for Learning Fast and Accurate 3D Pose Inference From Synthetic Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Indoor RGB-D Compass From a Single Line and Plane
Pyojin Kim,
Brian Coltin,
H. Jin Kim
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2018_CVPR,
author = {Kim, Pyojin and Coltin, Brian and Jin Kim, H.},
title = {Indoor RGB-D Compass From a Single Line and Plane},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometry-Aware Network for Non-Rigid Shape Prediction From a Single View
Albert Pumarola,
Antonio Agudo,
Lorenzo Porzi,
Alberto Sanfeliu,
Vincent Lepetit,
Francesc Moreno-Noguer
[pdf] [supp]
[bibtex]
@InProceedings{Pumarola_2018_CVPR,
author = {Pumarola, Albert and Agudo, Antonio and Porzi, Lorenzo and Sanfeliu, Alberto and Lepetit, Vincent and Moreno-Noguer, Francesc},
title = {Geometry-Aware Network for Non-Rigid Shape Prediction From a Single View},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control
Fereshteh Sadeghi,
Alexander Toshev,
Eric Jang,
Sergey Levine
[pdf]
[bibtex]
@InProceedings{Sadeghi_2018_CVPR,
author = {Sadeghi, Fereshteh and Toshev, Alexander and Jang, Eric and Levine, Sergey},
title = {Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DocUNet: Document Image Unwarping via a Stacked U-Net
Ke Ma,
Zhixin Shu,
Xue Bai,
Jue Wang,
Dimitris Samaras
[pdf]
[bibtex]
@InProceedings{Ma_2018_CVPR,
author = {Ma, Ke and Shu, Zhixin and Bai, Xue and Wang, Jue and Samaras, Dimitris},
title = {DocUNet: Document Image Unwarping via a Stacked U-Net},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Analysis of Hand Segmentation in the Wild
Aisha Urooj,
Ali Borji
[pdf]
[bibtex]
@InProceedings{Urooj_2018_CVPR,
author = {Urooj, Aisha and Borji, Ali},
title = {Analysis of Hand Segmentation in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

RoadTracer: Automatic Extraction of Road Networks From Aerial Images
Favyen Bastani,
Songtao He,
Sofiane Abbar,
Mohammad Alizadeh,
Hari Balakrishnan,
Sanjay Chawla,
Sam Madden,
David DeWitt
[pdf] [supp]
[bibtex]
@InProceedings{Bastani_2018_CVPR,
author = {Bastani, Favyen and He, Songtao and Abbar, Sofiane and Alizadeh, Mohammad and Balakrishnan, Hari and Chawla, Sanjay and Madden, Sam and DeWitt, David},
title = {RoadTracer: Automatic Extraction of Road Networks From Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Alternating-Stereo VINS: Observability Analysis and Performance Evaluation
Mrinal K. Paul,
Stergios I. Roumeliotis
[pdf]
[bibtex]
@InProceedings{Paul_2018_CVPR,
author = {Paul, Mrinal K. and Roumeliotis, Stergios I.},
title = {Alternating-Stereo VINS: Observability Analysis and Performance Evaluation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Soccer on Your Tabletop
Konstantinos Rematas,
Ira Kemelmacher-Shlizerman,
Brian Curless,
Steve Seitz
[pdf]
[bibtex]
@InProceedings{Rematas_2018_CVPR,
author = {Rematas, Konstantinos and Kemelmacher-Shlizerman, Ira and Curless, Brian and Seitz, Steve},
title = {Soccer on Your Tabletop},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images
Changha Shin,
Hae-Gon Jeon,
Youngjin Yoon,
In So Kweon,
Seon Joo Kim
[pdf]
[bibtex]
@InProceedings{Shin_2018_CVPR,
author = {Shin, Changha and Jeon, Hae-Gon and Yoon, Youngjin and So Kweon, In and Joo Kim, Seon},
title = {EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping
Zhetong Liang,
Jun Xu,
David Zhang,
Zisheng Cao,
Lei Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Liang_2018_CVPR,
author = {Liang, Zhetong and Xu, Jun and Zhang, David and Cao, Zisheng and Zhang, Lei},
title = {A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deeply Learned Filter Response Functions for Hyperspectral Reconstruction
Shijie Nie,
Lin Gu,
Yinqiang Zheng,
Antony Lam,
Nobutaka Ono,
Imari Sato
[pdf]
[bibtex]
@InProceedings{Nie_2018_CVPR,
author = {Nie, Shijie and Gu, Lin and Zheng, Yinqiang and Lam, Antony and Ono, Nobutaka and Sato, Imari},
title = {Deeply Learned Filter Response Functions for Hyperspectral Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network
Renjie Wan,
Boxin Shi,
Ling-Yu Duan,
Ah-Hwee Tan,
Alex C. Kot
[pdf]
[bibtex]
@InProceedings{Wan_2018_CVPR,
author = {Wan, Renjie and Shi, Boxin and Duan, Ling-Yu and Tan, Ah-Hwee and Kot, Alex C.},
title = {CRRN: Multi-Scale Guided Concurrent Reflection Removal Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Single Image Reflection Separation With Perceptual Losses
Xuaner Zhang,
Ren Ng,
Qifeng Chen
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Xuaner and Ng, Ren and Chen, Qifeng},
title = {Single Image Reflection Separation With Perceptual Losses},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection
Yizhen Lao,
Omar Ait-Aider
[pdf] [supp]
[bibtex]
@InProceedings{Lao_2018_CVPR,
author = {Lao, Yizhen and Ait-Aider, Omar},
title = {A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Time-Resolved Light Transport Decomposition for Thermal Photometric Stereo
Kenichiro Tanaka,
Nobuhiro Ikeya,
Tsuyoshi Takatani,
Hiroyuki Kubo,
Takuya Funatomi,
Yasuhiro Mukaigawa
[pdf]
[bibtex]
@InProceedings{Tanaka_2018_CVPR,
author = {Tanaka, Kenichiro and Ikeya, Nobuhiro and Takatani, Tsuyoshi and Kubo, Hiroyuki and Funatomi, Takuya and Mukaigawa, Yasuhiro},
title = {Time-Resolved Light Transport Decomposition for Thermal Photometric Stereo},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient Diverse Ensemble for Discriminative Co-Tracking
Kourosh Meshgi,
Shigeyuki Oba,
Shin Ishii
[pdf]
[bibtex]
@InProceedings{Meshgi_2018_CVPR,
author = {Meshgi, Kourosh and Oba, Shigeyuki and Ishii, Shin},
title = {Efficient Diverse Ensemble for Discriminative Co-Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Rolling Shutter and Radial Distortion Are Features for High Frame Rate Multi-Camera Tracking
Akash Bapat,
True Price,
Jan-Michael Frahm
[pdf] [supp]
[bibtex]
@InProceedings{Bapat_2018_CVPR,
author = {Bapat, Akash and Price, True and Frahm, Jan-Michael},
title = {Rolling Shutter and Radial Distortion Are Features for High Frame Rate Multi-Camera Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Twofold Siamese Network for Real-Time Object Tracking
Anfeng He,
Chong Luo,
Xinmei Tian,
Wenjun Zeng
[pdf]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Anfeng and Luo, Chong and Tian, Xinmei and Zeng, Wenjun},
title = {A Twofold Siamese Network for Real-Time Object Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Cue Correlation Filters for Robust Visual Tracking
Ning Wang,
Wengang Zhou,
Qi Tian,
Richang Hong,
Meng Wang,
Houqiang Li
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Ning and Zhou, Wengang and Tian, Qi and Hong, Richang and Wang, Meng and Li, Houqiang},
title = {Multi-Cue Correlation Filters for Robust Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking
Qiang Wang,
Zhu Teng,
Junliang Xing,
Jin Gao,
Weiming Hu,
Stephen Maybank
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Qiang and Teng, Zhu and Xing, Junliang and Gao, Jin and Hu, Weiming and Maybank, Stephen},
title = {Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation
Xiao Wang,
Chenglong Li,
Bin Luo,
Jin Tang
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xiao and Li, Chenglong and Luo, Bin and Tang, Jin},
title = {SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

High-Speed Tracking With Multi-Kernel Correlation Filters
Ming Tang,
Bin Yu,
Fan Zhang,
Jinqiao Wang
[pdf] [supp]
[bibtex]
@InProceedings{Tang_2018_CVPR,
author = {Tang, Ming and Yu, Bin and Zhang, Fan and Wang, Jinqiao},
title = {High-Speed Tracking With Multi-Kernel Correlation Filters},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Occlusion Aware Unsupervised Learning of Optical Flow
Yang Wang,
Yi Yang,
Zhenheng Yang,
Liang Zhao,
Peng Wang,
Wei Xu
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Yang and Yang, Yi and Yang, Zhenheng and Zhao, Liang and Wang, Peng and Xu, Wei},
title = {Occlusion Aware Unsupervised Learning of Optical Flow},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Revisiting Video Saliency: A Large-Scale Benchmark and a New Model
Wenguan Wang,
Jianbing Shen,
Fang Guo,
Ming-Ming Cheng,
Ali Borji
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Wenguan and Shen, Jianbing and Guo, Fang and Cheng, Ming-Ming and Borji, Ali},
title = {Revisiting Video Saliency: A Large-Scale Benchmark and a New Model},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
Feng Li,
Cheng Tian,
Wangmeng Zuo,
Lei Zhang,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Feng and Tian, Cheng and Zuo, Wangmeng and Zhang, Lei and Yang, Ming-Hsuan},
title = {Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multimodal Visual Concept Learning With Weakly Supervised Techniques
Giorgos Bouritsas,
Petros Koutras,
Athanasia Zlatintsi,
Petros Maragos
[pdf]
[bibtex]
@InProceedings{Bouritsas_2018_CVPR,
author = {Bouritsas, Giorgos and Koutras, Petros and Zlatintsi, Athanasia and Maragos, Petros},
title = {Multimodal Visual Concept Learning With Weakly Supervised Techniques},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA
Jialiang Zhang,
Soroosh Khoram,
Jing Li
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Jialiang and Khoram, Soroosh and Li, Jing},
title = {Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning a Complete Image Indexing Pipeline
Himalaya Jain,
Joaquin Zepeda,