Papers

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3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare
Abhijit Kundu,
Yin Li,
James M. Rehg
[pdf] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[bibtex]
@InProceedings{Singh_2018_CVPR,
author = {Singh, Bharat and Davis, Larry S.},
title = {An Analysis of Scale Invariance in Object Detection ­ SNIP},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yuming and Liu, Li and Shen, Fumin and Shao, Ling},
title = {Zero-Shot Sketch-Image Hashing},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Sam_2018_CVPR,
author = {Sam, Deepak Babu and Sajjan, Neeraj N. and Babu, R. Venkatesh and Srinivasan, Mukundhan},
title = {Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[bibtex]
@InProceedings{Dizaji_2018_CVPR,
author = {Dizaji, Kamran Ghasedi and Zheng, Feng and Sadoughi, Najmeh and Yang, Yanhua and Deng, Cheng and Huang, Heng},
title = {Unsupervised Deep Generative Adversarial Hashing Network},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Mohapatra_2018_CVPR,
author = {Mohapatra, Pritish and Rolínek, Michal and Jawahar, C.V. and Kolmogorov, Vladimir and Kumar, M. Pawan},
title = {Efficient Optimization for Rank-Based Loss Functions},
booktitle = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Kwonjoon and Xu, Weijian and Fan, Fan and Tu, Zhuowen},
title = {Wasserstein Introspective Neural Networks},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Sankaranarayanan_2018_CVPR,
author = {Sankaranarayanan, Swami and Balaji, Yogesh and Jain, Arpit and Lim, Ser Nam and Chellappa, Rama},
title = {Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation},
booktitle = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Mancini_2018_CVPR,
author = {Mancini, Massimiliano and Porzi, Lorenzo and Bulò, Samuel Rota and Caputo, Barbara and Ricci, Elisa},
title = {Boosting Domain Adaptation by Discovering Latent Domains},
booktitle = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Dawei and Deng, Jia},
title = {Shape From Shading Through Shape Evolution},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Lawin_2018_CVPR,
author = {Lawin, Felix Järemo and Danelljan, Martin and Khan, Fahad Shahbaz and Forssén, Per-Erik and Felsberg, Michael},
title = {Density Adaptive Point Set Registration},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Kato_2018_CVPR,
author = {Kato, Hiroharu and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Neural 3D Mesh Renderer},
booktitle = {Proceedings of 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] [arXiv] [video]
[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 = {Proceedings of 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] [video]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Yang and Jin, Shi and Liu, Ruiyang and Kang, Sing Bing and Yu, Jingyi},
title = {Automatic 3D Indoor Scene Modeling From Single Panorama},
booktitle = {Proceedings of 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] [arXiv] [video]
[bibtex]
@InProceedings{Trần_2018_CVPR,
author = {Trần, Anh Tuấn and Hassner, Tal and Masi, Iacopo and Paz, Eran and Nirkin, Yuval and Medioni, Gérard},
title = {Extreme 3D Face Reconstruction: Seeing Through Occlusions},
booktitle = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [video]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Kun and Cakir, Fatih and Bargal, Sarah Adel and Sclaroff, Stan},
title = {Hashing as Tie-Aware Learning to Rank},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Kan and Gao, Jiyang and Nevatia, Ram},
title = {Knowledge Aided Consistency for Weakly Supervised Phrase Grounding},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Xiangyun and Liang, Shuang and Wei, Yichen},
title = {Pseudo Mask Augmented Object Detection},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Vasudevan_2018_CVPR,
author = {Vasudevan, Arun Balajee and Dai, Dengxin and Van Gool, Luc},
title = {Object Referring in Videos With Language and Human Gaze},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xin and Chen, Wenhu and Wu, Jiawei and Wang, Yuan-Fang and Wang, William Yang},
title = {Video Captioning via Hierarchical Reinforcement Learning},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Verma_2018_CVPR,
author = {Verma, Vinay Kumar and Arora, Gundeep and Mishra, Ashish and Rai, Piyush},
title = {Generalized Zero-Shot Learning via Synthesized Examples},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Ying and Xiang, Tao and Hospedales, Timothy M. and Lu, Huchuan},
title = {Deep Mutual Learning},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Rozantsev_2018_CVPR,
author = {Rozantsev, Artem and Salzmann, Mathieu and Fua, Pascal},
title = {Residual Parameter Transfer for Deep Domain Adaptation},
booktitle = {Proceedings of 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 = {Kim, Kwang In and Park, Juhyun and Tompkin, James},
title = {High-Order Tensor Regularization With Application to Attribute Ranking},
booktitle = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Senocak_2018_CVPR,
author = {Senocak, Arda and Oh, Tae-Hyun and Kim, Junsik and Yang, Ming-Hsuan and Kweon, In So},
title = {Learning to Localize Sound Source in Visual Scenes},
booktitle = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Gidaris_2018_CVPR,
author = {Gidaris, Spyros and Komodakis, Nikos},
title = {Dynamic Few-Shot Visual Learning Without Forgetting},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Johnston_2018_CVPR,
author = {Johnston, Nick and Vincent, Damien and Minnen, David and Covell, Michele and Singh, Saurabh and Chinen, Troy and Hwang, Sung Jin and Shor, Joel and Toderici, George},
title = {Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Detlefsen, Nicki Skafte and Freifeld, Oren and Hauberg, Søren},
title = {Deep Diffeomorphic Transformer Networks},
booktitle = {Proceedings of 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 Triki, Amal Rannen 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Poursaeed_2018_CVPR,
author = {Poursaeed, Omid and Katsman, Isay and Gao, Bicheng and Belongie, Serge},
title = {Generative Adversarial Perturbations},
booktitle = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Xin and Yu, Zhiding and Ramalingam, Srikumar},
title = {Learning Strict Identity Mappings in Deep Residual Networks},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Roy, Soumava Kumar and Mhammedi, Zakaria and Harandi, Mehrtash},
title = {Geometry Aware Constrained Optimization Techniques for Deep Learning},
booktitle = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Uy_2018_CVPR,
author = {Uy, Mikaela Angelina and Lee, Gim Hee},
title = {PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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 Lee, Gim Hee},
title = {Baseline Desensitizing in Translation Averaging},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Landrieu_2018_CVPR,
author = {Landrieu, Loic and Simonovsky, Martin},
title = {Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 Lee, Gim Hee},
title = {Solving the Perspective-2-Point Problem for Flying-Camera Photo Composition},
booktitle = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Brachmann_2018_CVPR,
author = {Brachmann, Eric and Rother, Carsten},
title = {Learning Less Is More - 6D Camera Localization via 3D Surface Regression},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 Kim, H. Jin},
title = {Indoor RGB-D Compass From a Single Line and Plane},
booktitle = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Urooj_2018_CVPR,
author = {Urooj, Aisha and Borji, Ali},
title = {Analysis of Hand Segmentation in the Wild},
booktitle = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Rematas_2018_CVPR,
author = {Rematas, Konstantinos and Kemelmacher-Shlizerman, Ira and Curless, Brian and Seitz, Steve},
title = {Soccer on Your Tabletop},
booktitle = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Shin_2018_CVPR,
author = {Shin, Changha and Jeon, Hae-Gon and Yoon, Youngjin and Kweon, In So and Kim, Seon Joo},
title = {EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images},
booktitle = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Xuaner and Ng, Ren and Chen, Qifeng},
title = {Single Image Reflection Separation With Perceptual Losses},
booktitle = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[bibtex]
@InProceedings{Meshgi_2018_CVPR,
author = {Meshgi, Kourosh and Oba, Shigeyuki and Ishii, Shin},
title = {Efficient Diverse Ensemble for Discriminative Co-Tracking},
booktitle = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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] [arXiv]
[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 = {Proceedings of 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 = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning a Complete Image Indexing Pipeline
Himalaya Jain,
Joaquin Zepeda,
Patrick Pérez,
Rémi Gribonval
[pdf] [arXiv]
[bibtex]
@InProceedings{Jain_2018_CVPR,
author = {Jain, Himalaya and Zepeda, Joaquin and Pérez, Patrick and Gribonval, Rémi},
title = {Learning a Complete Image Indexing Pipeline},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning
David Mascharka,
Philip Tran,
Ryan Soklaski,
Arjun Majumdar
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Mascharka_2018_CVPR,
author = {Mascharka, David and Tran, Philip and Soklaski, Ryan and Majumdar, Arjun},
title = {Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fooling Vision and Language Models Despite Localization and Attention Mechanism
Xiaojun Xu,
Xinyun Chen,
Chang Liu,
Anna Rohrbach,
Trevor Darrell,
Dawn Song
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Xiaojun and Chen, Xinyun and Liu, Chang and Rohrbach, Anna and Darrell, Trevor and Song, Dawn},
title = {Fooling Vision and Language Models Despite Localization and Attention Mechanism},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Categorizing Concepts With Basic Level for Vision-to-Language
Hanzhang Wang,
Hanli Wang,
Kaisheng Xu
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Hanzhang and Wang, Hanli and Xu, Kaisheng},
title = {Categorizing Concepts With Basic Level for Vision-to-Language},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering
Aishwarya Agrawal,
Dhruv Batra,
Devi Parikh,
Aniruddha Kembhavi
[pdf] [arXiv]
[bibtex]
@InProceedings{Agrawal_2018_CVPR,
author = {Agrawal, Aishwarya and Batra, Dhruv and Parikh, Devi and Kembhavi, Aniruddha},
title = {Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation
Jiwoon Ahn,
Suha Kwak
[pdf] [arXiv]
[bibtex]
@InProceedings{Ahn_2018_CVPR,
author = {Ahn, Jiwoon and Kwak, Suha},
title = {Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

From Lifestyle Vlogs to Everyday Interactions
David F. Fouhey,
Wei-cheng Kuo,
Alexei A. Efros,
Jitendra Malik
[pdf] [arXiv]
[bibtex]
@InProceedings{Fouhey_2018_CVPR,
author = {Fouhey, David F. and Kuo, Wei-cheng and Efros, Alexei A. and Malik, Jitendra},
title = {From Lifestyle Vlogs to Everyday Interactions},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation
Naoto Inoue,
Ryosuke Furuta,
Toshihiko Yamasaki,
Kiyoharu Aizawa
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Inoue_2018_CVPR,
author = {Inoue, Naoto and Furuta, Ryosuke and Yamasaki, Toshihiko and Aizawa, Kiyoharu},
title = {Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews From Unsupervised Viewpoints
Asako Kanezaki,
Yasuyuki Matsushita,
Yoshifumi Nishida
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kanezaki_2018_CVPR,
author = {Kanezaki, Asako and Matsushita, Yasuyuki and Nishida, Yoshifumi},
title = {RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews From Unsupervised Viewpoints},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

An End-to-End TextSpotter With Explicit Alignment and Attention
Tong He,
Zhi Tian,
Weilin Huang,
Chunhua Shen,
Yu Qiao,
Changming Sun
[pdf] [arXiv]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Tong and Tian, Zhi and Huang, Weilin and Shen, Chunhua and Qiao, Yu and Sun, Changming},
title = {An End-to-End TextSpotter With Explicit Alignment and Attention},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection
Tatjana Chavdarova,
Pierre Baqué,
Stéphane Bouquet,
Andrii Maksai,
Cijo Jose,
Timur Bagautdinov,
Louis Lettry,
Pascal Fua,
Luc Van Gool,
François Fleuret
[pdf] [supp]
[bibtex]
@InProceedings{Chavdarova_2018_CVPR,
author = {Chavdarova, Tatjana and Baqué, Pierre and Bouquet, Stéphane and Maksai, Andrii and Jose, Cijo and Bagautdinov, Timur and Lettry, Louis and Fua, Pascal and Van Gool, Luc and Fleuret, François},
title = {WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Direct Shape Regression Networks for End-to-End Face Alignment
Xin Miao,
Xiantong Zhen,
Xianglong Liu,
Cheng Deng,
Vassilis Athitsos,
Heng Huang
[pdf]
[bibtex]
@InProceedings{Miao_2018_CVPR,
author = {Miao, Xin and Zhen, Xiantong and Liu, Xianglong and Deng, Cheng and Athitsos, Vassilis and Huang, Heng},
title = {Direct Shape Regression Networks for End-to-End Face Alignment},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Natural and Effective Obfuscation by Head Inpainting
Qianru Sun,
Liqian Ma,
Seong Joon Oh,
Luc Van Gool,
Bernt Schiele,
Mario Fritz
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sun_2018_CVPR,
author = {Sun, Qianru and Ma, Liqian and Oh, Seong Joon and Van Gool, Luc and Schiele, Bernt and Fritz, Mario},
title = {Natural and Effective Obfuscation by Head Inpainting},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

3D Semantic Trajectory Reconstruction From 3D Pixel Continuum
Jae Shin Yoon,
Ziwei Li,
Hyun Soo Park
[pdf] [arXiv]
[bibtex]
@InProceedings{Yoon_2018_CVPR,
author = {Yoon, Jae Shin and Li, Ziwei and Park, Hyun Soo},
title = {3D Semantic Trajectory Reconstruction From 3D Pixel Continuum},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition
Shizhong Han,
Zibo Meng,
Zhiyuan Li,
James O'Reilly,
Jie Cai,
Xiaofeng Wang,
Yan Tong
[pdf] [arXiv]
[bibtex]
@InProceedings{Han_2018_CVPR,
author = {Han, Shizhong and Meng, Zibo and Li, Zhiyuan and O'Reilly, James and Cai, Jie and Wang, Xiaofeng and Tong, Yan},
title = {Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map
Gyeongsik Moon,
Ju Yong Chang,
Kyoung Mu Lee
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Moon_2018_CVPR,
author = {Moon, Gyeongsik and Chang, Ju Yong and Lee, Kyoung Mu},
title = {V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Ring Loss: Convex Feature Normalization for Face Recognition
Yutong Zheng,
Dipan K. Pal,
Marios Savvides
[pdf] [arXiv]
[bibtex]
@InProceedings{Zheng_2018_CVPR,
author = {Zheng, Yutong and Pal, Dipan K. and Savvides, Marios},
title = {Ring Loss: Convex Feature Normalization for Face Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Adversarially Occluded Samples for Person Re-Identification
Houjing Huang,
Dangwei Li,
Zhang Zhang,
Xiaotang Chen,
Kaiqi Huang
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Houjing and Li, Dangwei and Zhang, Zhang and Chen, Xiaotang and Huang, Kaiqi},
title = {Adversarially Occluded Samples for Person Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Classifier Learning With Prior Probabilities for Facial Action Unit Recognition
Yong Zhang,
Weiming Dong,
Bao-Gang Hu,
Qiang Ji
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yong and Dong, Weiming and Hu, Bao-Gang and Ji, Qiang},
title = {Classifier Learning With Prior Probabilities for Facial Action Unit Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications
Shiyang Cheng,
Irene Kotsia,
Maja Pantic,
Stefanos Zafeiriou
[pdf]
[bibtex]
@InProceedings{Cheng_2018_CVPR,
author = {Cheng, Shiyang and Kotsia, Irene and Pantic, Maja and Zafeiriou, Stefanos},
title = {4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Seeing Small Faces From Robust Anchor's Perspective
Chenchen Zhu,
Ran Tao,
Khoa Luu,
Marios Savvides
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhu_2018_CVPR,
author = {Zhu, Chenchen and Tao, Ran and Luu, Khoa and Savvides, Marios},
title = {Seeing Small Faces From Robust Anchor's Perspective},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning
Diogo C. Luvizon,
David Picard,
Hedi Tabia
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Luvizon_2018_CVPR,
author = {Luvizon, Diogo C. and Picard, David and Tabia, Hedi},
title = {2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dense 3D Regression for Hand Pose Estimation
Chengde Wan,
Thomas Probst,
Luc Van Gool,
Angela Yao
[pdf] [arXiv]
[bibtex]
@InProceedings{Wan_2018_CVPR,
author = {Wan, Chengde and Probst, Thomas and Van Gool, Luc and Yao, Angela},
title = {Dense 3D Regression for Hand Pose Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Camera Style Adaptation for Person Re-Identification
Zhun Zhong,
Liang Zheng,
Zhedong Zheng,
Shaozi Li,
Yi Yang
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhong_2018_CVPR,
author = {Zhong, Zhun and Zheng, Liang and Zheng, Zhedong and Li, Shaozi and Yang, Yi},
title = {Camera Style Adaptation for Person Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PoseTrack: A Benchmark for Human Pose Estimation and Tracking
Mykhaylo Andriluka,
Umar Iqbal,
Eldar Insafutdinov,
Leonid Pishchulin,
Anton Milan,
Juergen Gall,
Bernt Schiele
[pdf] [arXiv]
[bibtex]
@InProceedings{Andriluka_2018_CVPR,
author = {Andriluka, Mykhaylo and Iqbal, Umar and Insafutdinov, Eldar and Pishchulin, Leonid and Milan, Anton and Gall, Juergen and Schiele, Bernt},
title = {PoseTrack: A Benchmark for Human Pose Estimation and Tracking},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning
Yu Wu,
Yutian Lin,
Xuanyi Dong,
Yan Yan,
Wanli Ouyang,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Yu and Lin, Yutian and Dong, Xuanyi and Yan, Yan and Ouyang, Wanli and Yang, Yi},
title = {Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
Kaidi Cao,
Yu Rong,
Cheng Li,
Xiaoou Tang,
Chen Change Loy
[pdf] [arXiv]
[bibtex]
@InProceedings{Cao_2018_CVPR,
author = {Cao, Kaidi and Rong, Yu and Li, Cheng and Tang, Xiaoou and Loy, Chen Change},
title = {Pose-Robust Face Recognition via Deep Residual Equivariant Mapping},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation
Jiang Liu,
Chenqiang Gao,
Deyu Meng,
Alexander G. Hauptmann
[pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Jiang and Gao, Chenqiang and Meng, Deyu and Hauptmann, Alexander G.},
title = {DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

LSTM Pose Machines
Yue Luo,
Jimmy Ren,
Zhouxia Wang,
Wenxiu Sun,
Jinshan Pan,
Jianbo Liu,
Jiahao Pang,
Liang Lin
[pdf] [arXiv]
[bibtex]
@InProceedings{Luo_2018_CVPR,
author = {Luo, Yue and Ren, Jimmy and Wang, Zhouxia and Sun, Wenxiu and Pan, Jinshan and Liu, Jianbo and Pang, Jiahao and Lin, Liang},
title = {LSTM Pose Machines},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition
Feng Liu,
Ronghang Zhu,
Dan Zeng,
Qijun Zhao,
Xiaoming Liu
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Feng and Zhu, Ronghang and Zeng, Dan and Zhao, Qijun and Liu, Xiaoming},
title = {Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Convolutional Sequence to Sequence Model for Human Dynamics
Chen Li,
Zhen Zhang,
Wee Sun Lee,
Gim Hee Lee
[pdf] [arXiv]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Chen and Zhang, Zhen and Lee, Wee Sun and Lee, Gim Hee},
title = {Convolutional Sequence to Sequence Model for Human Dynamics},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Gesture Recognition: Focus on the Hands
Pradyumna Narayana,
Ross Beveridge,
Bruce A. Draper
[pdf]
[bibtex]
@InProceedings{Narayana_2018_CVPR,
author = {Narayana, Pradyumna and Beveridge, Ross and Draper, Bruce A.},
title = {Gesture Recognition: Focus on the Hands},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Crowd Counting via Adversarial Cross-Scale Consistency Pursuit
Zan Shen,
Yi Xu,
Bingbing Ni,
Minsi Wang,
Jianguo Hu,
Xiaokang Yang
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Zan and Xu, Yi and Ni, Bingbing and Wang, Minsi and Hu, Jianguo and Yang, Xiaokang},
title = {Crowd Counting via Adversarial Cross-Scale Consistency Pursuit},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

3D Human Pose Estimation in the Wild by Adversarial Learning
Wei Yang,
Wanli Ouyang,
Xiaolong Wang,
Jimmy Ren,
Hongsheng Li,
Xiaogang Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Wei and Ouyang, Wanli and Wang, Xiaolong and Ren, Jimmy and Li, Hongsheng and Wang, Xiaogang},
title = {3D Human Pose Estimation in the Wild by Adversarial Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CosFace: Large Margin Cosine Loss for Deep Face Recognition
Hao Wang,
Yitong Wang,
Zheng Zhou,
Xing Ji,
Dihong Gong,
Jingchao Zhou,
Zhifeng Li,
Wei Liu
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Hao and Wang, Yitong and Zhou, Zheng and Ji, Xing and Gong, Dihong and Zhou, Jingchao and Li, Zhifeng and Liu, Wei},
title = {CosFace: Large Margin Cosine Loss for Deep Face Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction
Yanyu Xu,
Zhixin Piao,
Shenghua Gao
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Yanyu and Piao, Zhixin and Gao, Shenghua},
title = {Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Mean-Variance Loss for Deep Age Estimation From a Face
Hongyu Pan,
Hu Han,
Shiguang Shan,
Xilin Chen
[pdf]
[bibtex]
@InProceedings{Pan_2018_CVPR,
author = {Pan, Hongyu and Han, Hu and Shan, Shiguang and Chen, Xilin},
title = {Mean-Variance Loss for Deep Age Estimation From a Face},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Probabilistic Joint Face-Skull Modelling for Facial Reconstruction
Dennis Madsen,
Marcel Lüthi,
Andreas Schneider,
Thomas Vetter
[pdf]
[bibtex]
@InProceedings{Madsen_2018_CVPR,
author = {Madsen, Dennis and Lüthi, Marcel and Schneider, Andreas and Vetter, Thomas},
title = {Probabilistic Joint Face-Skull Modelling for Facial Reconstruction},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Latent Super-Events to Detect Multiple Activities in Videos
AJ Piergiovanni,
Michael S. Ryoo
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Piergiovanni_2018_CVPR,
author = {Piergiovanni, AJ and Ryoo, Michael S.},
title = {Learning Latent Super-Events to Detect Multiple Activities in Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Temporal Hallucinating for Action Recognition With Few Still Images
Yali Wang,
Lei Zhou,
Yu Qiao
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Yali and Zhou, Lei and Qiao, Yu},
title = {Temporal Hallucinating for Action Recognition With Few Still Images},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition
Yansong Tang,
Yi Tian,
Jiwen Lu,
Peiyang Li,
Jie Zhou
[pdf]
[bibtex]
@InProceedings{Tang_2018_CVPR,
author = {Tang, Yansong and Tian, Yi and Lu, Jiwen and Li, Peiyang and Zhou, Jie},
title = {Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Gaze Prediction in Dynamic 360° Immersive Videos
Yanyu Xu,
Yanbing Dong,
Junru Wu,
Zhengzhong Sun,
Zhiru Shi,
Jingyi Yu,
Shenghua Gao
[pdf] [supp]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Yanyu and Dong, Yanbing and Wu, Junru and Sun, Zhengzhong and Shi, Zhiru and Yu, Jingyi and Gao, Shenghua},
title = {Gaze Prediction in Dynamic 360° Immersive Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

When Will You Do What? - Anticipating Temporal Occurrences of Activities
Yazan Abu Farha,
Alexander Richard,
Juergen Gall
[pdf]
[bibtex]
@InProceedings{Farha_2018_CVPR,
author = {Abu Farha, Yazan and Richard, Alexander and Gall, Juergen},
title = {When Will You Do What? - Anticipating Temporal Occurrences of Activities},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fusing Crowd Density Maps and Visual Object Trackers for People Tracking in Crowd Scenes
Weihong Ren,
Di Kang,
Yandong Tang,
Antoni B. Chan
[pdf]
[bibtex]
@InProceedings{Ren_2018_CVPR,
author = {Ren, Weihong and Kang, Di and Tang, Yandong and Chan, Antoni B.},
title = {Fusing Crowd Density Maps and Visual Object Trackers for People Tracking in Crowd Scenes},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification
Jianlou Si,
Honggang Zhang,
Chun-Guang Li,
Jason Kuen,
Xiangfei Kong,
Alex C. Kot,
Gang Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Si_2018_CVPR,
author = {Si, Jianlou and Zhang, Honggang and Li, Chun-Guang and Kuen, Jason and Kong, Xiangfei and Kot, Alex C. and Wang, Gang},
title = {Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints
Jiahuan Zhou,
Bing Su,
Ying Wu
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Jiahuan and Su, Bing and Wu, Ying},
title = {Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Crowd Counting With Deep Negative Correlation Learning
Zenglin Shi,
Le Zhang,
Yun Liu,
Xiaofeng Cao,
Yangdong Ye,
Ming-Ming Cheng,
Guoyan Zheng
[pdf]
[bibtex]
@InProceedings{Shi_2018_CVPR,
author = {Shi, Zenglin and Zhang, Le and Liu, Yun and Cao, Xiaofeng and Ye, Yangdong and Cheng, Ming-Ming and Zheng, Guoyan},
title = {Crowd Counting With Deep Negative Correlation Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Human Appearance Transfer
Mihai Zanfir,
Alin-Ionut Popa,
Andrei Zanfir,
Cristian Sminchisescu
[pdf]
[bibtex]
@InProceedings{Zanfir_2018_CVPR,
author = {Zanfir, Mihai and Popa, Alin-Ionut and Zanfir, Andrei and Sminchisescu, Cristian},
title = {Human Appearance Transfer},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Domain Generalization With Adversarial Feature Learning
Haoliang Li,
Sinno Jialin Pan,
Shiqi Wang,
Alex C. Kot
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Haoliang and Pan, Sinno Jialin and Wang, Shiqi and Kot, Alex C.},
title = {Domain Generalization With Adversarial Feature Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pyramid Stereo Matching Network
Jia-Ren Chang,
Yong-Sheng Chen
[pdf] [arXiv]
[bibtex]
@InProceedings{Chang_2018_CVPR,
author = {Chang, Jia-Ren and Chen, Yong-Sheng},
title = {Pyramid Stereo Matching Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars
Ana I. Maqueda,
Antonio Loquercio,
Guillermo Gallego,
Narciso García,
Davide Scaramuzza
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Maqueda_2018_CVPR,
author = {Maqueda, Ana I. and Loquercio, Antonio and Gallego, Guillermo and García, Narciso and Scaramuzza, Davide},
title = {Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Answer Embeddings for Visual Question Answering
Hexiang Hu,
Wei-Lun Chao,
Fei Sha
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hu_2018_CVPR,
author = {Hu, Hexiang and Chao, Wei-Lun and Sha, Fei},
title = {Learning Answer Embeddings for Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Good View Hunting: Learning Photo Composition From Dense View Pairs
Zijun Wei,
Jianming Zhang,
Xiaohui Shen,
Zhe Lin,
Radomír Mech,
Minh Hoai,
Dimitris Samaras
[pdf]
[bibtex]
@InProceedings{Wei_2018_CVPR,
author = {Wei, Zijun and Zhang, Jianming and Shen, Xiaohui and Lin, Zhe and Mech, Radomír and Hoai, Minh and Samaras, Dimitris},
title = {Good View Hunting: Learning Photo Composition From Dense View Pairs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise
Kuang-Huei Lee,
Xiaodong He,
Lei Zhang,
Linjun Yang
[pdf] [arXiv]
[bibtex]
@InProceedings{Lee_2018_CVPR,
author = {Lee, Kuang-Huei and He, Xiaodong and Zhang, Lei and Yang, Linjun},
title = {CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Independently Recurrent Neural Network (IndRNN): Building a Longer and Deeper RNN
Shuai Li,
Wanqing Li,
Chris Cook,
Ce Zhu,
Yanbo Gao
[pdf] [arXiv]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Shuai and Li, Wanqing and Cook, Chris and Zhu, Ce and Gao, Yanbo},
title = {Independently Recurrent Neural Network (IndRNN): Building a Longer and Deeper RNN},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation
Yaxing Wang,
Joost van de Weijer,
Luis Herranz
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Yaxing and van de Weijer, Joost and Herranz, Luis},
title = {Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Structured Uncertainty Prediction Networks
Garoe Dorta,
Sara Vicente,
Lourdes Agapito,
Neill D. F. Campbell,
Ivor Simpson
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dorta_2018_CVPR,
author = {Dorta, Garoe and Vicente, Sara and Agapito, Lourdes and Campbell, Neill D. F. and Simpson, Ivor},
title = {Structured Uncertainty Prediction Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Between-Class Learning for Image Classification
Yuji Tokozume,
Yoshitaka Ushiku,
Tatsuya Harada
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tokozume_2018_CVPR,
author = {Tokozume, Yuji and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Between-Class Learning for Image Classification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Adversarial Feature Augmentation for Unsupervised Domain Adaptation
Riccardo Volpi,
Pietro Morerio,
Silvio Savarese,
Vittorio Murino
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Volpi_2018_CVPR,
author = {Volpi, Riccardo and Morerio, Pietro and Savarese, Silvio and Murino, Vittorio},
title = {Adversarial Feature Augmentation for Unsupervised Domain Adaptation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generative Image Inpainting With Contextual Attention
Jiahui Yu,
Zhe Lin,
Jimei Yang,
Xiaohui Shen,
Xin Lu,
Thomas S. Huang
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Jiahui and Lin, Zhe and Yang, Jimei and Shen, Xiaohui and Lu, Xin and Huang, Thomas S.},
title = {Generative Image Inpainting With Contextual Attention},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CSGNet: Neural Shape Parser for Constructive Solid Geometry
Gopal Sharma,
Rishabh Goyal,
Difan Liu,
Evangelos Kalogerakis,
Subhransu Maji
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sharma_2018_CVPR,
author = {Sharma, Gopal and Goyal, Rishabh and Liu, Difan and Kalogerakis, Evangelos and Maji, Subhransu},
title = {CSGNet: Neural Shape Parser for Constructive Solid Geometry},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Conditional Image-to-Image Translation
Jianxin Lin,
Yingce Xia,
Tao Qin,
Zhibo Chen,
Tie-Yan Liu
[pdf] [arXiv]
[bibtex]
@InProceedings{Lin_2018_CVPR,
author = {Lin, Jianxin and Xia, Yingce and Qin, Tao and Chen, Zhibo and Liu, Tie-Yan},
title = {Conditional Image-to-Image Translation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Continuous Relaxation of MAP Inference: A Nonconvex Perspective
D. Khuê Lê-Huu,
Nikos Paragios
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lê-Huu_2018_CVPR,
author = {Lê-Huu, D. Khuê and Paragios, Nikos},
title = {Continuous Relaxation of MAP Inference: A Nonconvex Perspective},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Feature Generating Networks for Zero-Shot Learning
Yongqin Xian,
Tobias Lorenz,
Bernt Schiele,
Zeynep Akata
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Xian_2018_CVPR,
author = {Xian, Yongqin and Lorenz, Tobias and Schiele, Bernt and Akata, Zeynep},
title = {Feature Generating Networks for Zero-Shot Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Joint Optimization Framework for Learning With Noisy Labels
Daiki Tanaka,
Daiki Ikami,
Toshihiko Yamasaki,
Kiyoharu Aizawa
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tanaka_2018_CVPR,
author = {Tanaka, Daiki and Ikami, Daiki and Yamasaki, Toshihiko and Aizawa, Kiyoharu},
title = {Joint Optimization Framework for Learning With Noisy Labels},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Convolutional Image Captioning
Jyoti Aneja,
Aditya Deshpande,
Alexander G. Schwing
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Aneja_2018_CVPR,
author = {Aneja, Jyoti and Deshpande, Aditya and Schwing, Alexander G.},
title = {Convolutional Image Captioning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

AON: Towards Arbitrarily-Oriented Text Recognition
Zhanzhan Cheng,
Yangliu Xu,
Fan Bai,
Yi Niu,
Shiliang Pu,
Shuigeng Zhou
[pdf] [arXiv]
[bibtex]
@InProceedings{Cheng_2018_CVPR,
author = {Cheng, Zhanzhan and Xu, Yangliu and Bai, Fan and Niu, Yi and Pu, Shiliang and Zhou, Shuigeng},
title = {AON: Towards Arbitrarily-Oriented Text Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Wrapped Gaussian Process Regression on Riemannian Manifolds
Anton Mallasto,
Aasa Feragen
[pdf]
[bibtex]
@InProceedings{Mallasto_2018_CVPR,
author = {Mallasto, Anton and Feragen, Aasa},
title = {Wrapped Gaussian Process Regression on Riemannian Manifolds},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning
Chuang Gan,
Boqing Gong,
Kun Liu,
Hao Su,
Leonidas J. Guibas
[pdf]
[bibtex]
@InProceedings{Gan_2018_CVPR,
author = {Gan, Chuang and Gong, Boqing and Liu, Kun and Su, Hao and Guibas, Leonidas J.},
title = {Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DiverseNet: When One Right Answer Is Not Enough
Michael Firman,
Neill D. F. Campbell,
Lourdes Agapito,
Gabriel J. Brostow
[pdf]
[bibtex]
@InProceedings{Firman_2018_CVPR,
author = {Firman, Michael and Campbell, Neill D. F. and Agapito, Lourdes and Brostow, Gabriel J.},
title = {DiverseNet: When One Right Answer Is Not Enough},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting
Muhammad Abdullah Jamal,
Haoxiang Li,
Boqing Gong
[pdf] [supp]
[bibtex]
@InProceedings{Jamal_2018_CVPR,
author = {Jamal, Muhammad Abdullah and Li, Haoxiang and Gong, Boqing},
title = {Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Analyzing Filters Toward Efficient ConvNet
Takumi Kobayashi
[pdf] [supp]
[bibtex]
@InProceedings{Kobayashi_2018_CVPR,
author = {Kobayashi, Takumi},
title = {Analyzing Filters Toward Efficient ConvNet},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Regularizing Deep Networks by Modeling and Predicting Label Structure
Mohammadreza Mostajabi,
Michael Maire,
Gregory Shakhnarovich
[pdf] [arXiv]
[bibtex]
@InProceedings{Mostajabi_2018_CVPR,
author = {Mostajabi, Mohammadreza and Maire, Michael and Shakhnarovich, Gregory},
title = {Regularizing Deep Networks by Modeling and Predicting Label Structure},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
Samuel Rota Bulò,
Lorenzo Porzi,
Peter Kontschieder
[pdf] [arXiv]
[bibtex]
@InProceedings{Bulò_2018_CVPR,
author = {Bulò, Samuel Rota and Porzi, Lorenzo and Kontschieder, Peter},
title = {In-Place Activated BatchNorm for Memory-Optimized Training of DNNs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DVQA: Understanding Data Visualizations via Question Answering
Kushal Kafle,
Brian Price,
Scott Cohen,
Christopher Kanan
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kafle_2018_CVPR,
author = {Kafle, Kushal and Price, Brian and Cohen, Scott and Kanan, Christopher},
title = {DVQA: Understanding Data Visualizations via Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks
Shuang Ma,
Jianlong Fu,
Chang Wen Chen,
Tao Mei
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ma_2018_CVPR,
author = {Ma, Shuang and Fu, Jianlong and Chen, Chang Wen and Mei, Tao},
title = {DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Learning of Depth and Ego-Motion From Monocular Video Using 3D Geometric Constraints
Reza Mahjourian,
Martin Wicke,
Anelia Angelova
[pdf] [arXiv]
[bibtex]
@InProceedings{Mahjourian_2018_CVPR,
author = {Mahjourian, Reza and Wicke, Martin and Angelova, Anelia},
title = {Unsupervised Learning of Depth and Ego-Motion From Monocular Video Using 3D Geometric Constraints},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FOTS: Fast Oriented Text Spotting With a Unified Network
Xuebo Liu,
Ding Liang,
Shi Yan,
Dagui Chen,
Yu Qiao,
Junjie Yan
[pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Xuebo and Liang, Ding and Yan, Shi and Chen, Dagui and Qiao, Yu and Yan, Junjie},
title = {FOTS: Fast Oriented Text Spotting With a Unified Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Mobile Video Object Detection With Temporally-Aware Feature Maps
Mason Liu,
Menglong Zhu
[pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Mason and Zhu, Menglong},
title = {Mobile Video Object Detection With Temporally-Aware Feature Maps},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network
Fang Zhao,
Jianshu Li,
Jian Zhao,
Jiashi Feng
[pdf]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Fang and Li, Jianshu and Zhao, Jian and Feng, Jiashi},
title = {Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking
Filip Radenović,
Ahmet Iscen,
Giorgos Tolias,
Yannis Avrithis,
Ondřej Chum
[pdf] [arXiv]
[bibtex]
@InProceedings{Radenović_2018_CVPR,
author = {Radenović, Filip and Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Chum, Ondřej},
title = {Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cross-Dataset Adaptation for Visual Question Answering
Wei-Lun Chao,
Hexiang Hu,
Fei Sha
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chao_2018_CVPR,
author = {Chao, Wei-Lun and Hu, Hexiang and Sha, Fei},
title = {Cross-Dataset Adaptation for Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Globally Optimal Inlier Set Maximization for Atlanta Frame Estimation
Kyungdon Joo,
Tae-Hyun Oh,
In So Kweon,
Jean-Charles Bazin
[pdf] [supp]
[bibtex]
@InProceedings{Joo_2018_CVPR,
author = {Joo, Kyungdon and Oh, Tae-Hyun and Kweon, In So and Bazin, Jean-Charles},
title = {Globally Optimal Inlier Set Maximization for Atlanta Frame Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Convolutional Semantic Embeddings
Quanzeng You,
Zhengyou Zhang,
Jiebo Luo
[pdf]
[bibtex]
@InProceedings{You_2018_CVPR,
author = {You, Quanzeng and Zhang, Zhengyou and Luo, Jiebo},
title = {End-to-End Convolutional Semantic Embeddings},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Referring Image Segmentation via Recurrent Refinement Networks
Ruiyu Li,
Kaican Li,
Yi-Chun Kuo,
Michelle Shu,
Xiaojuan Qi,
Xiaoyong Shen,
Jiaya Jia
[pdf] [supp]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Ruiyu and Li, Kaican and Kuo, Yi-Chun and Shu, Michelle and Qi, Xiaojuan and Shen, Xiaoyong and Jia, Jiaya},
title = {Referring Image Segmentation via Recurrent Refinement Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Two Can Play This Game: Visual Dialog With Discriminative Question Generation and Answering
Unnat Jain,
Svetlana Lazebnik,
Alexander G. Schwing
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jain_2018_CVPR,
author = {Jain, Unnat and Lazebnik, Svetlana and Schwing, Alexander G.},
title = {Two Can Play This Game: Visual Dialog With Discriminative Question Generation and Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generative Adversarial Learning Towards Fast Weakly Supervised Detection
Yunhan Shen,
Rongrong Ji,
Shengchuan Zhang,
Wangmeng Zuo,
Yan Wang
[pdf]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yunhan and Ji, Rongrong and Zhang, Shengchuan and Zuo, Wangmeng and Wang, Yan},
title = {Generative Adversarial Learning Towards Fast Weakly Supervised Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Deeper Look at Power Normalizations
Piotr Koniusz,
Hongguang Zhang,
Fatih Porikli
[pdf] [arXiv]
[bibtex]
@InProceedings{Koniusz_2018_CVPR,
author = {Koniusz, Piotr and Zhang, Hongguang and Porikli, Fatih},
title = {A Deeper Look at Power Normalizations},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dimensionality's Blessing: Clustering Images by Underlying Distribution
Wen-Yan Lin,
Siying Liu,
Jian-Huang Lai,
Yasuyuki Matsushita
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lin_2018_CVPR,
author = {Lin, Wen-Yan and Liu, Siying and Lai, Jian-Huang and Matsushita, Yasuyuki},
title = {Dimensionality's Blessing: Clustering Images by Underlying Distribution},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Eliminating Background-Bias for Robust Person Re-Identification
Maoqing Tian,
Shuai Yi,
Hongsheng Li,
Shihua Li,
Xuesen Zhang,
Jianping Shi,
Junjie Yan,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Tian_2018_CVPR,
author = {Tian, Maoqing and Yi, Shuai and Li, Hongsheng and Li, Shihua and Zhang, Xuesen and Shi, Jianping and Yan, Junjie and Wang, Xiaogang},
title = {Eliminating Background-Bias for Robust Person Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Evaluate Image Captioning
Yin Cui,
Guandao Yang,
Andreas Veit,
Xun Huang,
Serge Belongie
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Cui_2018_CVPR,
author = {Cui, Yin and Yang, Guandao and Veit, Andreas and Huang, Xun and Belongie, Serge},
title = {Learning to Evaluate Image Captioning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Single-Shot Object Detection With Enriched Semantics
Zhishuai Zhang,
Siyuan Qiao,
Cihang Xie,
Wei Shen,
Bo Wang,
Alan L. Yuille
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Zhishuai and Qiao, Siyuan and Xie, Cihang and Shen, Wei and Wang, Bo and Yuille, Alan L.},
title = {Single-Shot Object Detection With Enriched Semantics},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Low-Shot Learning With Imprinted Weights
Hang Qi,
Matthew Brown,
David G. Lowe
[pdf] [arXiv]
[bibtex]
@InProceedings{Qi_2018_CVPR,
author = {Qi, Hang and Brown, Matthew and Lowe, David G.},
title = {Low-Shot Learning With Imprinted Weights},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Neural Motifs: Scene Graph Parsing With Global Context
Rowan Zellers,
Mark Yatskar,
Sam Thomson,
Yejin Choi
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zellers_2018_CVPR,
author = {Zellers, Rowan and Yatskar, Mark and Thomson, Sam and Choi, Yejin},
title = {Neural Motifs: Scene Graph Parsing With Global Context},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Variational Autoencoders for Deforming 3D Mesh Models
Qingyang Tan,
Lin Gao,
Yu-Kun Lai,
Shihong Xia
[pdf] [arXiv]
[bibtex]
@InProceedings{Tan_2018_CVPR,
author = {Tan, Qingyang and Gao, Lin and Lai, Yu-Kun and Xia, Shihong},
title = {Variational Autoencoders for Deforming 3D Mesh Models},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fast Monte-Carlo Localization on Aerial Vehicles Using Approximate Continuous Belief Representations
Aditya Dhawale,
Kumar Shaurya Shankar,
Nathan Michael
[pdf] [arXiv]
[bibtex]
@InProceedings{Dhawale_2018_CVPR,
author = {Dhawale, Aditya and Shankar, Kumar Shaurya and Michael, Nathan},
title = {Fast Monte-Carlo Localization on Aerial Vehicles Using Approximate Continuous Belief Representations},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map
Peng Wang,
Ruigang Yang,
Binbin Cao,
Wei Xu,
Yuanqing Lin
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Peng and Yang, Ruigang and Cao, Binbin and Xu, Wei and Lin, Yuanqing},
title = {DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

LiDAR-Video Driving Dataset: Learning Driving Policies Effectively
Yiping Chen,
Jingkang Wang,
Jonathan Li,
Cewu Lu,
Zhipeng Luo,
Han Xue,
Cheng Wang
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Yiping and Wang, Jingkang and Li, Jonathan and Lu, Cewu and Luo, Zhipeng and Xue, Han and Wang, Cheng},
title = {LiDAR-Video Driving Dataset: Learning Driving Policies Effectively},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks
Alexander Sage,
Eirikur Agustsson,
Radu Timofte,
Luc Van Gool
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sage_2018_CVPR,
author = {Sage, Alexander and Agustsson, Eirikur and Timofte, Radu and Van Gool, Luc},
title = {Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Egocentric Basketball Motion Planning From a Single First-Person Image
Gedas Bertasius,
Aaron Chan,
Jianbo Shi
[pdf] [arXiv]
[bibtex]
@InProceedings{Bertasius_2018_CVPR,
author = {Bertasius, Gedas and Chan, Aaron and Shi, Jianbo},
title = {Egocentric Basketball Motion Planning From a Single First-Person Image},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Human-Centric Indoor Scene Synthesis Using Stochastic Grammar
Siyuan Qi,
Yixin Zhu,
Siyuan Huang,
Chenfanfu Jiang,
Song-Chun Zhu
[pdf] [supp]
[bibtex]
@InProceedings{Qi_2018_CVPR,
author = {Qi, Siyuan and Zhu, Yixin and Huang, Siyuan and Jiang, Chenfanfu and Zhu, Song-Chun},
title = {Human-Centric Indoor Scene Synthesis Using Stochastic Grammar},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Rotation-Sensitive Regression for Oriented Scene Text Detection
Minghui Liao,
Zhen Zhu,
Baoguang Shi,
Gui-song Xia,
Xiang Bai
[pdf] [arXiv]
[bibtex]
@InProceedings{Liao_2018_CVPR,
author = {Liao, Minghui and Zhu, Zhen and Shi, Baoguang and Xia, Gui-song and Bai, Xiang},
title = {Rotation-Sensitive Regression for Oriented Scene Text Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Separating Self-Expression and Visual Content in Hashtag Supervision
Andreas Veit,
Maximilian Nickel,
Serge Belongie,
Laurens van der Maaten
[pdf] [arXiv]
[bibtex]
@InProceedings{Veit_2018_CVPR,
author = {Veit, Andreas and Nickel, Maximilian and Belongie, Serge and van der Maaten, Laurens},
title = {Separating Self-Expression and Visual Content in Hashtag Supervision},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning
Jongchan Park,
Joon-Young Lee,
Donggeun Yoo,
In So Kweon
[pdf] [arXiv]
[bibtex]
@InProceedings{Park_2018_CVPR,
author = {Park, Jongchan and Lee, Joon-Young and Yoo, Donggeun and Kweon, In So},
title = {Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Im2Flow: Motion Hallucination From Static Images for Action Recognition
Ruohan Gao,
Bo Xiong,
Kristen Grauman
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Gao_2018_CVPR,
author = {Gao, Ruohan and Xiong, Bo and Grauman, Kristen},
title = {Im2Flow: Motion Hallucination From Static Images for Action Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos
De-An Huang,
Shyamal Buch,
Lucio Dery,
Animesh Garg,
Li Fei-Fei,
Juan Carlos Niebles
[pdf] [supp] [video]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, De-An and Buch, Shyamal and Dery, Lucio and Garg, Animesh and Fei-Fei, Li and Niebles, Juan Carlos},
title = {Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Actor and Action Video Segmentation From a Sentence
Kirill Gavrilyuk,
Amir Ghodrati,
Zhenyang Li,
Cees G. M. Snoek
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Gavrilyuk_2018_CVPR,
author = {Gavrilyuk, Kirill and Ghodrati, Amir and Li, Zhenyang and Snoek, Cees G. M.},
title = {Actor and Action Video Segmentation From a Sentence},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Egocentric Activity Recognition on a Budget
Rafael Possas,
Sheila Pinto Caceres,
Fabio Ramos
[pdf] [video]
[bibtex]
@InProceedings{Possas_2018_CVPR,
author = {Possas, Rafael and Caceres, Sheila Pinto and Ramos, Fabio},
title = {Egocentric Activity Recognition on a Budget},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF
Linchao Bao,
Baoyuan Wu,
Wei Liu
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Bao_2018_CVPR,
author = {Bao, Linchao and Wu, Baoyuan and Liu, Wei},
title = {CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints
Alexander Richard,
Hilde Kuehne,
Juergen Gall
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Richard_2018_CVPR,
author = {Richard, Alexander and Kuehne, Hilde and Gall, Juergen},
title = {Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Low-Latency Video Semantic Segmentation
Yule Li,
Jianping Shi,
Dahua Lin
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Yule and Shi, Jianping and Lin, Dahua},
title = {Low-Latency Video Semantic Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fine-Grained Video Captioning for Sports Narrative
Huanyu Yu,
Shuo Cheng,
Bingbing Ni,
Minsi Wang,
Jian Zhang,
Xiaokang Yang
[pdf] [supp] [video]
[bibtex]
@InProceedings{Yu_2018_CVPR,
author = {Yu, Huanyu and Cheng, Shuo and Ni, Bingbing and Wang, Minsi and Zhang, Jian and Yang, Xiaokang},
title = {Fine-Grained Video Captioning for Sports Narrative},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Learning of Motion Representation for Video Understanding
Lijie Fan,
Wenbing Huang,
Chuang Gan,
Stefano Ermon,
Boqing Gong,
Junzhou Huang
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Fan_2018_CVPR,
author = {Fan, Lijie and Huang, Wenbing and Gan, Chuang and Ermon, Stefano and Gong, Boqing and Huang, Junzhou},
title = {End-to-End Learning of Motion Representation for Video Understanding},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Compressed Video Action Recognition
Chao-Yuan Wu,
Manzil Zaheer,
Hexiang Hu,
R. Manmatha,
Alexander J. Smola,
Philipp Krähenbühl
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Chao-Yuan and Zaheer, Manzil and Hu, Hexiang and Manmatha, R. and Smola, Alexander J. and Krähenbühl, Philipp},
title = {Compressed Video Action Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Features for Multi-Target Multi-Camera Tracking and Re-Identification
Ergys Ristani,
Carlo Tomasi
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Ristani_2018_CVPR,
author = {Ristani, Ergys and Tomasi, Carlo},
title = {Features for Multi-Target Multi-Camera Tracking and Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions
Chunhui Gu,
Chen Sun,
David A. Ross,
Carl Vondrick,
Caroline Pantofaru,
Yeqing Li,
Sudheendra Vijayanarasimhan,
George Toderici,
Susanna Ricco,
Rahul Sukthankar,
Cordelia Schmid,
Jitendra Malik
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Gu_2018_CVPR,
author = {Gu, Chunhui and Sun, Chen and Ross, David A. and Vondrick, Carl and Pantofaru, Caroline and Li, Yeqing and Vijayanarasimhan, Sudheendra and Toderici, George and Ricco, Susanna and Sukthankar, Rahul and Schmid, Cordelia and Malik, Jitendra},
title = {AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination
Hazel Doughty,
Dima Damen,
Walterio Mayol-Cuevas
[pdf] [supp] [video]
[bibtex]
@InProceedings{Doughty_2018_CVPR,
author = {Doughty, Hazel and Damen, Dima and Mayol-Cuevas, Walterio},
title = {Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses
Irtiza Hasan,
Francesco Setti,
Theodore Tsesmelis,
Alessio Del Bue,
Fabio Galasso,
Marco Cristani
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Hasan_2018_CVPR,
author = {Hasan, Irtiza and Setti, Francesco and Tsesmelis, Theodore and Del Bue, Alessio and Galasso, Fabio and Cristani, Marco},
title = {MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
Peter Anderson,
Xiaodong He,
Chris Buehler,
Damien Teney,
Mark Johnson,
Stephen Gould,
Lei Zhang
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Anderson_2018_CVPR,
author = {Anderson, Peter and He, Xiaodong and Buehler, Chris and Teney, Damien and Johnson, Mark and Gould, Stephen and Zhang, Lei},
title = {Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering
Duy-Kien Nguyen,
Takayuki Okatani
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Nguyen_2018_CVPR,
author = {Nguyen, Duy-Kien and Okatani, Takayuki},
title = {Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FlipDial: A Generative Model for Two-Way Visual Dialogue
Daniela Massiceti,
N. Siddharth,
Puneet K. Dokania,
Philip H.S. Torr
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Massiceti_2018_CVPR,
author = {Massiceti, Daniela and Siddharth, N. and Dokania, Puneet K. and Torr, Philip H.S.},
title = {FlipDial: A Generative Model for Two-Way Visual Dialogue},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning
Qi Wu,
Peng Wang,
Chunhua Shen,
Ian Reid,
Anton van den Hengel
[pdf] [supp] [video]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Qi and Wang, Peng and Shen, Chunhua and Reid, Ian and van den Hengel, Anton},
title = {Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Visual Question Generation as Dual Task of Visual Question Answering
Yikang Li,
Nan Duan,
Bolei Zhou,
Xiao Chu,
Wanli Ouyang,
Xiaogang Wang,
Ming Zhou
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Yikang and Duan, Nan and Zhou, Bolei and Chu, Xiao and Ouyang, Wanli and Wang, Xiaogang and Zhou, Ming},
title = {Visual Question Generation as Dual Task of Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Unsupervised Textual Grounding: Linking Words to Image Concepts
Raymond A. Yeh,
Minh N. Do,
Alexander G. Schwing
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Yeh_2018_CVPR,
author = {Yeh, Raymond A. and Do, Minh N. and Schwing, Alexander G.},
title = {Unsupervised Textual Grounding: Linking Words to Image Concepts},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Focal Visual-Text Attention for Visual Question Answering
Junwei Liang,
Lu Jiang,
Liangliang Cao,
Li-Jia Li,
Alexander G. Hauptmann
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Liang_2018_CVPR,
author = {Liang, Junwei and Jiang, Lu and Cao, Liangliang and Li, Li-Jia and Hauptmann, Alexander G.},
title = {Focal Visual-Text Attention for Visual Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SeGAN: Segmenting and Generating the Invisible
Kiana Ehsani,
Roozbeh Mottaghi,
Ali Farhadi
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Ehsani_2018_CVPR,
author = {Ehsani, Kiana and Mottaghi, Roozbeh and Farhadi, Ali},
title = {SeGAN: Segmenting and Generating the Invisible},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cascade R-CNN: Delving Into High Quality Object Detection
Zhaowei Cai,
Nuno Vasconcelos
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Cai_2018_CVPR,
author = {Cai, Zhaowei and Vasconcelos, Nuno},
title = {Cascade R-CNN: Delving Into High Quality Object Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Semantic Concepts and Order for Image and Sentence Matching
Yan Huang,
Qi Wu,
Chunfeng Song,
Liang Wang
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Yan and Wu, Qi and Song, Chunfeng and Wang, Liang},
title = {Learning Semantic Concepts and Order for Image and Sentence Matching},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Functional Map of the World
Gordon Christie,
Neil Fendley,
James Wilson,
Ryan Mukherjee
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Christie_2018_CVPR,
author = {Christie, Gordon and Fendley, Neil and Wilson, James and Mukherjee, Ryan},
title = {Functional Map of the World},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

MegDet: A Large Mini-Batch Object Detector
Chao Peng,
Tete Xiao,
Zeming Li,
Yuning Jiang,
Xiangyu Zhang,
Kai Jia,
Gang Yu,
Jian Sun
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Peng_2018_CVPR,
author = {Peng, Chao and Xiao, Tete and Li, Zeming and Jiang, Yuning and Zhang, Xiangyu and Jia, Kai and Yu, Gang and Sun, Jian},
title = {MegDet: A Large Mini-Batch Object Detector},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Globally Optimized Object Detector via Policy Gradient
Yongming Rao,
Dahua Lin,
Jiwen Lu,
Jie Zhou
[pdf] [video]
[bibtex]
@InProceedings{Rao_2018_CVPR,
author = {Rao, Yongming and Lin, Dahua and Lu, Jiwen and Zhou, Jie},
title = {Learning Globally Optimized Object Detector via Policy Gradient},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Photographic Text-to-Image Synthesis With a Hierarchically-Nested Adversarial Network
Zizhao Zhang,
Yuanpu Xie,
Lin Yang
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Zizhao and Xie, Yuanpu and Yang, Lin},
title = {Photographic Text-to-Image Synthesis With a Hierarchically-Nested Adversarial Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Illuminant Spectra-Based Source Separation Using Flash Photography
Zhuo Hui,
Kalyan Sunkavalli,
Sunil Hadap,
Aswin C. Sankaranarayanan
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Hui_2018_CVPR,
author = {Hui, Zhuo and Sunkavalli, Kalyan and Hadap, Sunil and Sankaranarayanan, Aswin C.},
title = {Illuminant Spectra-Based Source Separation Using Flash Photography},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Trapping Light for Time of Flight
Ruilin Xu,
Mohit Gupta,
Shree K. Nayar
[pdf] [video]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Ruilin and Gupta, Mohit and Nayar, Shree K.},
title = {Trapping Light for Time of Flight},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

The Perception-Distortion Tradeoff
Yochai Blau,
Tomer Michaeli
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Blau_2018_CVPR,
author = {Blau, Yochai and Michaeli, Tomer},
title = {The Perception-Distortion Tradeoff},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces
Hao Zhou,
Jin Sun,
Yaser Yacoob,
David W. Jacobs
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Hao and Sun, Jin and Yacoob, Yaser and Jacobs, David W.},
title = {Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Optimal Structured Light à La Carte
Parsa Mirdehghan,
Wenzheng Chen,
Kiriakos N. Kutulakos
[pdf] [supp] [video]
[bibtex]
@InProceedings{Mirdehghan_2018_CVPR,
author = {Mirdehghan, Parsa and Chen, Wenzheng and Kutulakos, Kiriakos N.},
title = {Optimal Structured Light à La Carte},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Tracking Multiple Objects Outside the Line of Sight Using Speckle Imaging
Brandon M. Smith,
Matthew O'Toole,
Mohit Gupta
[pdf] [supp] [video]
[bibtex]
@InProceedings{Smith_2018_CVPR,
author = {Smith, Brandon M. and O'Toole, Matthew and Gupta, Mohit},
title = {Tracking Multiple Objects Outside the Line of Sight Using Speckle Imaging},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Inferring Light Fields From Shadows
Manel Baradad,
Vickie Ye,
Adam B. Yedidia,
Frédo Durand,
William T. Freeman,
Gregory W. Wornell,
Antonio Torralba
[pdf] [video]
[bibtex]
@InProceedings{Baradad_2018_CVPR,
author = {Baradad, Manel and Ye, Vickie and Yedidia, Adam B. and Durand, Frédo and Freeman, William T. and Wornell, Gregory W. and Torralba, Antonio},
title = {Inferring Light Fields From Shadows},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Modifying Non-Local Variations Across Multiple Views
Tal Tlusty,
Tomer Michaeli,
Tali Dekel,
Lihi Zelnik-Manor
[pdf] [supp] [video]
[bibtex]
@InProceedings{Tlusty_2018_CVPR,
author = {Tlusty, Tal and Michaeli, Tomer and Dekel, Tali and Zelnik-Manor, Lihi},
title = {Modifying Non-Local Variations Across Multiple Views},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework
Jie Chen,
Cheen-Hau Tan,
Junhui Hou,
Lap-Pui Chau,
He Li
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Jie and Tan, Cheen-Hau and Hou, Junhui and Chau, Lap-Pui and Li, He},
title = {Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild'
Soumyadip Sengupta,
Angjoo Kanazawa,
Carlos D. Castillo,
David W. Jacobs
[pdf] [supp] [video]
[bibtex]
@InProceedings{Sengupta_2018_CVPR,
author = {Sengupta, Soumyadip and Kanazawa, Angjoo and Castillo, Carlos D. and Jacobs, David W.},
title = {SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild'},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs
Yu-Sheng Chen,
Yu-Ching Wang,
Man-Hsin Kao,
Yung-Yu Chuang
[pdf] [video]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Yu-Sheng and Wang, Yu-Ching and Kao, Man-Hsin and Chuang, Yung-Yu},
title = {Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

LIME: Live Intrinsic Material Estimation
Abhimitra Meka,
Maxim Maximov,
Michael Zollhöfer,
Avishek Chatterjee,
Hans-Peter Seidel,
Christian Richardt,
Christian Theobalt
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Meka_2018_CVPR,
author = {Meka, Abhimitra and Maximov, Maxim and Zollhöfer, Michael and Chatterjee, Avishek and Seidel, Hans-Peter and Richardt, Christian and Theobalt, Christian},
title = {LIME: Live Intrinsic Material Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Detect Features in Texture Images
Linguang Zhang,
Szymon Rusinkiewicz
[pdf] [supp] [video]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Linguang and Rusinkiewicz, Szymon},
title = {Learning to Detect Features in Texture Images},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Extract a Video Sequence From a Single Motion-Blurred Image
Meiguang Jin,
Givi Meishvili,
Paolo Favaro
[pdf] [arXiv] [video]
[bibtex]
@InProceedings{Jin_2018_CVPR,
author = {Jin, Meiguang and Meishvili, Givi and Favaro, Paolo},
title = {Learning to Extract a Video Sequence From a Single Motion-Blurred Image},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion
Rushil Anirudh,
Hyojin Kim,
Jayaraman J. Thiagarajan,
K. Aditya Mohan,
Kyle Champley,
Timo Bremer
[pdf] [supp] [arXiv] [video]
[bibtex]
@InProceedings{Anirudh_2018_CVPR,
author = {Anirudh, Rushil and Kim, Hyojin and Thiagarajan, Jayaraman J. and Mohan, K. Aditya and Champley, Kyle and Bremer, Timo},
title = {Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Common Framework for Interactive Texture Transfer
Yifang Men,
Zhouhui Lian,
Yingmin Tang,
Jianguo Xiao
[pdf] [supp] [video]
[bibtex]
@InProceedings{Men_2018_CVPR,
author = {Men, Yifang and Lian, Zhouhui and Tang, Yingmin and Xiao, Jianguo},
title = {A Common Framework for Interactive Texture Transfer},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

AMNet: Memorability Estimation With Attention
Jiri Fajtl,
Vasileios Argyriou,
Dorothy Monekosso,
Paolo Remagnino
[pdf] [arXiv]
[bibtex]
@InProceedings{Fajtl_2018_CVPR,
author = {Fajtl, Jiri and Argyriou, Vasileios and Monekosso, Dorothy and Remagnino, Paolo},
title = {AMNet: Memorability Estimation With Attention},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Blind Predicting Similar Quality Map for Image Quality Assessment
Da Pan,
Ping Shi,
Ming Hou,
Zefeng Ying,
Sizhe Fu,
Yuan Zhang
[pdf] [arXiv]
[bibtex]
@InProceedings{Pan_2018_CVPR,
author = {Pan, Da and Shi, Ping and Hou, Ming and Ying, Zefeng and Fu, Sizhe and Zhang, Yuan},
title = {Blind Predicting Similar Quality Map for Image Quality Assessment},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep End-to-End Time-of-Flight Imaging
Shuochen Su,
Felix Heide,
Gordon Wetzstein,
Wolfgang Heidrich
[pdf] [supp]
[bibtex]
@InProceedings{Su_2018_CVPR,
author = {Su, Shuochen and Heide, Felix and Wetzstein, Gordon and Heidrich, Wolfgang},
title = {Deep End-to-End Time-of-Flight Imaging},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Aperture Supervision for Monocular Depth Estimation
Pratul P. Srinivasan,
Rahul Garg,
Neal Wadhwa,
Ren Ng,
Jonathan T. Barron
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Srinivasan_2018_CVPR,
author = {Srinivasan, Pratul P. and Garg, Rahul and Wadhwa, Neal and Ng, Ren and Barron, Jonathan T.},
title = {Aperture Supervision for Monocular Depth Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Seeing Temporal Modulation of Lights From Standard Cameras
Naoki Sakakibara,
Fumihiko Sakaue,
Jun Sato
[pdf] [supp]
[bibtex]
@InProceedings{Sakakibara_2018_CVPR,
author = {Sakakibara, Naoki and Sakaue, Fumihiko and Sato, Jun},
title = {Seeing Temporal Modulation of Lights From Standard Cameras},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Statistical Tomography of Microscopic Life
Aviad Levis,
Yoav Y. Schechner,
Ronen Talmon
[pdf]
[bibtex]
@InProceedings{Levis_2018_CVPR,
author = {Levis, Aviad and Schechner, Yoav Y. and Talmon, Ronen},
title = {Statistical Tomography of Microscopic Life},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Divide and Conquer for Full-Resolution Light Field Deblurring
M. R. Mahesh Mohan,
A. N. Rajagopalan
[pdf] [supp]
[bibtex]
@InProceedings{Mohan_2018_CVPR,
author = {Mohan, M. R. Mahesh and Rajagopalan, A. N.},
title = {Divide and Conquer for Full-Resolution Light Field Deblurring},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multispectral Image Intrinsic Decomposition via Subspace Constraint
Qian Huang,
Weixin Zhu,
Yang Zhao,
Linsen Chen,
Yao Wang,
Tao Yue,
Xun Cao
[pdf]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Qian and Zhu, Weixin and Zhao, Yang and Chen, Linsen and Wang, Yao and Yue, Tao and Cao, Xun},
title = {Multispectral Image Intrinsic Decomposition via Subspace Constraint},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Improving Color Reproduction Accuracy on Cameras
Hakki Can Karaimer,
Michael S. Brown
[pdf]
[bibtex]
@InProceedings{Karaimer_2018_CVPR,
author = {Karaimer, Hakki Can and Brown, Michael S.},
title = {Improving Color Reproduction Accuracy on Cameras},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Closer Look at Spatiotemporal Convolutions for Action Recognition
Du Tran,
Heng Wang,
Lorenzo Torresani,
Jamie Ray,
Yann LeCun,
Manohar Paluri
[pdf] [arXiv]
[bibtex]
@InProceedings{Tran_2018_CVPR,
author = {Tran, Du and Wang, Heng and Torresani, Lorenzo and Ray, Jamie and LeCun, Yann and Paluri, Manohar},
title = {A Closer Look at Spatiotemporal Convolutions for Action Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Inferring Shared Attention in Social Scene Videos
Lifeng Fan,
Yixin Chen,
Ping Wei,
Wenguan Wang,
Song-Chun Zhu
[pdf]
[bibtex]
@InProceedings{Fan_2018_CVPR,
author = {Fan, Lifeng and Chen, Yixin and Wei, Ping and Wang, Wenguan and Zhu, Song-Chun},
title = {Inferring Shared Attention in Social Scene Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Making Convolutional Networks Recurrent for Visual Sequence Learning
Xiaodong Yang,
Pavlo Molchanov,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Xiaodong and Molchanov, Pavlo and Kautz, Jan},
title = {Making Convolutional Networks Recurrent for Visual Sequence Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Real-World Anomaly Detection in Surveillance Videos
Waqas Sultani,
Chen Chen,
Mubarak Shah
[pdf] [arXiv]
[bibtex]
@InProceedings{Sultani_2018_CVPR,
author = {Sultani, Waqas and Chen, Chen and Shah, Mubarak},
title = {Real-World Anomaly Detection in Surveillance Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification
Yi Zhou,
Ling Shao
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR,
author = {Zhou, Yi and Shao, Ling},
title = {Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Efficient Video Object Segmentation via Network Modulation
Linjie Yang,
Yanran Wang,
Xuehan Xiong,
Jianchao Yang,
Aggelos K. Katsaggelos
[pdf] [arXiv]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Linjie and Wang, Yanran and Xiong, Xuehan and Yang, Jianchao and Katsaggelos, Aggelos K.},
title = {Efficient Video Object Segmentation via Network Modulation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment
Li Ding,
Chenliang Xu
[pdf] [arXiv]
[bibtex]
@InProceedings{Ding_2018_CVPR,
author = {Ding, Li and Xu, Chenliang},
title = {Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Depth-Aware Stereo Video Retargeting
Bing Li,
Chia-Wen Lin,
Boxin Shi,
Tiejun Huang,
Wen Gao,
C.-C. Jay Kuo
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Bing and Lin, Chia-Wen and Shi, Boxin and Huang, Tiejun and Gao, Wen and Kuo, C.-C. Jay},
title = {Depth-Aware Stereo Video Retargeting},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Instance Embedding Transfer to Unsupervised Video Object Segmentation
Siyang Li,
Bryan Seybold,
Alexey Vorobyov,
Alireza Fathi,
Qin Huang,
C.-C. Jay Kuo
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Siyang and Seybold, Bryan and Vorobyov, Alexey and Fathi, Alireza and Huang, Qin and Kuo, C.-C. Jay},
title = {Instance Embedding Transfer to Unsupervised Video Object Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Future Frame Prediction for Anomaly Detection – A New Baseline
Wen Liu,
Weixin Luo,
Dongze Lian,
Shenghua Gao
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Wen and Luo, Weixin and Lian, Dongze and Gao, Shenghua},
title = {Future Frame Prediction for Anomaly Detection – A New Baseline},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?
Kensho Hara,
Hirokatsu Kataoka,
Yutaka Satoh
[pdf]
[bibtex]
@InProceedings{Hara_2018_CVPR,
author = {Hara, Kensho and Kataoka, Hirokatsu and Satoh, Yutaka},
title = {Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic Video Segmentation Network
Yu-Syuan Xu,
Tsu-Jui Fu,
Hsuan-Kung Yang,
Chun-Yi Lee
[pdf] [arXiv]
[bibtex]
@InProceedings{Xu_2018_CVPR,
author = {Xu, Yu-Syuan and Fu, Tsu-Jui and Yang, Hsuan-Kung and Lee, Chun-Yi},
title = {Dynamic Video Segmentation Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Recognize Actions by Disentangling Components of Dynamics
Yue Zhao,
Yuanjun Xiong,
Dahua Lin
[pdf] [supp]
[bibtex]
@InProceedings{Zhao_2018_CVPR,
author = {Zhao, Yue and Xiong, Yuanjun and Lin, Dahua},
title = {Recognize Actions by Disentangling Components of Dynamics},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Motion-Appearance Co-Memory Networks for Video Question Answering
Jiyang Gao,
Runzhou Ge,
Kan Chen,
Ram Nevatia
[pdf] [arXiv]
[bibtex]
@InProceedings{Gao_2018_CVPR,
author = {Gao, Jiyang and Ge, Runzhou and Chen, Kan and Nevatia, Ram},
title = {Motion-Appearance Co-Memory Networks for Video Question Answering},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning to Understand Image Blur
Shanghang Zhang,
Xiaohui Shen,
Zhe Lin,
Radomír Měch,
João P. Costeira,
José M. F. Moura
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Shanghang and Shen, Xiaohui and Lin, Zhe and Měch, Radomír and Costeira, João P. and Moura, José M. F.},
title = {Learning to Understand Image Blur},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation
Piotr Bilinski,
Victor Prisacariu
[pdf]
[bibtex]
@InProceedings{Bilinski_2018_CVPR,
author = {Bilinski, Piotr and Prisacariu, Victor},
title = {Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Generative Adversarial Image Synthesis With Decision Tree Latent Controller
Takuhiro Kaneko,
Kaoru Hiramatsu,
Kunio Kashino
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kaneko_2018_CVPR,
author = {Kaneko, Takuhiro and Hiramatsu, Kaoru and Kashino, Kunio},
title = {Generative Adversarial Image Synthesis With Decision Tree Latent Controller},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning a Discriminative Prior for Blind Image Deblurring
Lerenhan Li,
Jinshan Pan,
Wei-Sheng Lai,
Changxin Gao,
Nong Sang,
Ming-Hsuan Yang
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Lerenhan and Pan, Jinshan and Lai, Wei-Sheng and Gao, Changxin and Sang, Nong and Yang, Ming-Hsuan},
title = {Learning a Discriminative Prior for Blind Image Deblurring},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Frame-Recurrent Video Super-Resolution
Mehdi S. M. Sajjadi,
Raviteja Vemulapalli,
Matthew Brown
[pdf] [arXiv]
[bibtex]
@InProceedings{Sajjadi_2018_CVPR,
author = {Sajjadi, Mehdi S. M. and Vemulapalli, Raviteja and Brown, Matthew},
title = {Frame-Recurrent Video Super-Resolution},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Discovering Point Lights With Intensity Distance Fields
Edward Zhang,
Michael F. Cohen,
Brian Curless
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Edward and Cohen, Michael F. and Curless, Brian},
title = {Discovering Point Lights With Intensity Distance Fields},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Video Rain Streak Removal by Multiscale Convolutional Sparse Coding
Minghan Li,
Qi Xie,
Qian Zhao,
Wei Wei,
Shuhang Gu,
Jing Tao,
Deyu Meng
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR,
author = {Li, Minghan and Xie, Qi and Zhao, Qian and Wei, Wei and Gu, Shuhang and Tao, Jing and Meng, Deyu},
title = {Video Rain Streak Removal by Multiscale Convolutional Sparse Coding},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Stereoscopic Neural Style Transfer
Dongdong Chen,
Lu Yuan,
Jing Liao,
Nenghai Yu,
Gang Hua
[pdf] [arXiv]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Dongdong and Yuan, Lu and Liao, Jing and Yu, Nenghai and Hua, Gang},
title = {Stereoscopic Neural Style Transfer},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Frame Quality Enhancement for Compressed Video
Ren Yang,
Mai Xu,
Zulin Wang,
Tianyi Li
[pdf] [arXiv]
[bibtex]
@InProceedings{Yang_2018_CVPR,
author = {Yang, Ren and Xu, Mai and Wang, Zulin and Li, Tianyi},
title = {Multi-Frame Quality Enhancement for Compressed Video},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition
Anil S. Baslamisli,
Hoang-An Le,
Theo Gevers
[pdf] [arXiv]
[bibtex]
@InProceedings{Baslamisli_2018_CVPR,
author = {Baslamisli, Anil S. and Le, Hoang-An and Gevers, Theo},
title = {CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Image Restoration by Estimating Frequency Distribution of Local Patches
Jaeyoung Yoo,
Sang-ho Lee,
Nojun Kwak
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yoo_2018_CVPR,
author = {Yoo, Jaeyoung and Lee, Sang-ho and Kwak, Nojun},
title = {Image Restoration by Estimating Frequency Distribution of Local Patches},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Latent RANSAC
Simon Korman,
Roee Litman
[pdf] [arXiv]
[bibtex]
@InProceedings{Korman_2018_CVPR,
author = {Korman, Simon and Litman, Roee},
title = {Latent RANSAC},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Two-Stream Convolutional Networks for Dynamic Texture Synthesis
Matthew Tesfaldet,
Marcus A. Brubaker,
Konstantinos G. Derpanis
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tesfaldet_2018_CVPR,
author = {Tesfaldet, Matthew and Brubaker, Marcus A. and Derpanis, Konstantinos G.},
title = {Two-Stream Convolutional Networks for Dynamic Texture Synthesis},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Towards Open-Set Identity Preserving Face Synthesis
Jianmin Bao,
Dong Chen,
Fang Wen,
Houqiang Li,
Gang Hua
[pdf] [arXiv]
[bibtex]
@InProceedings{Bao_2018_CVPR,
author = {Bao, Jianmin and Chen, Dong and Wen, Fang and Li, Houqiang and Hua, Gang},
title = {Towards Open-Set Identity Preserving Face Synthesis},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Revised Underwater Image Formation Model
Derya Akkaynak,
Tali Treibitz
[pdf] [supp]
[bibtex]
@InProceedings{Akkaynak_2018_CVPR,
author = {Akkaynak, Derya and Treibitz, Tali},
title = {A Revised Underwater Image Formation Model},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Graph-Cut RANSAC
Daniel Barath,
Jiří Matas
[pdf] [arXiv]
[bibtex]
@InProceedings{Barath_2018_CVPR,
author = {Barath, Daniel and Matas, Jiří},
title = {Graph-Cut RANSAC},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Temporal Deformable Residual Networks for Action Segmentation in Videos
Peng Lei,
Sinisa Todorovic
[pdf]
[bibtex]
@InProceedings{Lei_2018_CVPR,
author = {Lei, Peng and Todorovic, Sinisa},
title = {Temporal Deformable Residual Networks for Action Segmentation in Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly Supervised Action Localization by Sparse Temporal Pooling Network
Phuc Nguyen,
Ting Liu,
Gautam Prasad,
Bohyung Han
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Nguyen_2018_CVPR,
author = {Nguyen, Phuc and Liu, Ting and Prasad, Gautam and Han, Bohyung},
title = {Weakly Supervised Action Localization by Sparse Temporal Pooling Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos
Dingwen Zhang,
Guangyu Guo,
Dong Huang,
Junwei Han
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Dingwen and Guo, Guangyu and Huang, Dong and Han, Junwei},
title = {PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

FFNet: Video Fast-Forwarding via Reinforcement Learning
Shuyue Lan,
Rameswar Panda,
Qi Zhu,
Amit K. Roy-Chowdhury
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lan_2018_CVPR,
author = {Lan, Shuyue and Panda, Rameswar and Zhu, Qi and Roy-Chowdhury, Amit K.},
title = {FFNet: Video Fast-Forwarding via Reinforcement Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Multi-Shot Pedestrian Re-Identification via Sequential Decision Making
Jianfu Zhang,
Naiyan Wang,
Liqing Zhang
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Jianfu and Wang, Naiyan and Zhang, Liqing},
title = {Multi-Shot Pedestrian Re-Identification via Sequential Decision Making},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Attend and Interact: Higher-Order Object Interactions for Video Understanding
Chih-Yao Ma,
Asim Kadav,
Iain Melvin,
Zsolt Kira,
Ghassan AlRegib,
Hans Peter Graf
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ma_2018_CVPR,
author = {Ma, Chih-Yao and Kadav, Asim and Melvin, Iain and Kira, Zsolt and AlRegib, Ghassan and Graf, Hans Peter},
title = {Attend and Interact: Higher-Order Object Interactions for Video Understanding},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks
Ping Wei,
Yang Liu,
Tianmin Shu,
Nanning Zheng,
Song-Chun Zhu
[pdf]
[bibtex]
@InProceedings{Wei_2018_CVPR,
author = {Wei, Ping and Liu, Yang and Shu, Tianmin and Zheng, Nanning and Zhu, Song-Chun},
title = {Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Fully Convolutional Adaptation Networks for Semantic Segmentation
Yiheng Zhang,
Zhaofan Qiu,
Ting Yao,
Dong Liu,
Tao Mei
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yiheng and Qiu, Zhaofan and Yao, Ting and Liu, Dong and Mei, Tao},
title = {Fully Convolutional Adaptation Networks for Semantic Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Semantic Video Segmentation by Gated Recurrent Flow Propagation
David Nilsson,
Cristian Sminchisescu
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Nilsson_2018_CVPR,
author = {Nilsson, David and Sminchisescu, Cristian},
title = {Semantic Video Segmentation by Gated Recurrent Flow Propagation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Interpretable Video Captioning via Trajectory Structured Localization
Xian Wu,
Guanbin Li,
Qingxing Cao,
Qingge Ji,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Wu_2018_CVPR,
author = {Wu, Xian and Li, Guanbin and Cao, Qingxing and Ji, Qingge and Lin, Liang},
title = {Interpretable Video Captioning via Trajectory Structured Localization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Hashing via Discrepancy Minimization
Zhixiang Chen,
Xin Yuan,
Jiwen Lu,
Qi Tian,
Jie Zhou
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Zhixiang and Yuan, Xin and Lu, Jiwen and Tian, Qi and Zhou, Jie},
title = {Deep Hashing via Discrepancy Minimization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Xiangyu Zhang,
Xinyu Zhou,
Mengxiao Lin,
Jian Sun
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Xiangyu and Zhou, Xinyu and Lin, Mengxiao and Sun, Jian},
title = {ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs
Xiaolong Wang,
Yufei Ye,
Abhinav Gupta
[pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Xiaolong and Ye, Yufei and Gupta, Abhinav},
title = {Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Referring Relationships
Ranjay Krishna,
Ines Chami,
Michael Bernstein,
Li Fei-Fei
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Krishna_2018_CVPR,
author = {Krishna, Ranjay and Chami, Ines and Bernstein, Michael and Fei-Fei, Li},
title = {Referring Relationships},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Improving Object Localization With Fitness NMS and Bounded IoU Loss
Lachlan Tychsen-Smith,
Lars Petersson
[pdf] [arXiv]
[bibtex]
@InProceedings{Tychsen-Smith_2018_CVPR,
author = {Tychsen-Smith, Lachlan and Petersson, Lars},
title = {Improving Object Localization With Fitness NMS and Bounded IoU Loss},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Deep Kronecker-Product Matching for Person Re-Identification
Yantao Shen,
Tong Xiao,
Hongsheng Li,
Shuai Yi,
Xiaogang Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Shen_2018_CVPR,
author = {Shen, Yantao and Xiao, Tong and Li, Hongsheng and Yi, Shuai and Wang, Xiaogang},
title = {End-to-End Deep Kronecker-Product Matching for Person Re-Identification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Semantic Visual Localization
Johannes L. Schönberger,
Marc Pollefeys,
Andreas Geiger,
Torsten Sattler
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Schönberger_2018_CVPR,
author = {Schönberger, Johannes L. and Pollefeys, Marc and Geiger, Andreas and Sattler, Torsten},
title = {Semantic Visual Localization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Objects as Context for Detecting Their Semantic Parts
Abel Gonzalez-Garcia,
Davide Modolo,
Vittorio Ferrari
[pdf] [arXiv]
[bibtex]
@InProceedings{Gonzalez-Garcia_2018_CVPR,
author = {Gonzalez-Garcia, Abel and Modolo, Davide and Ferrari, Vittorio},
title = {Objects as Context for Detecting Their Semantic Parts},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Weakly-Supervised Semantic Alignment
Ignacio Rocco,
Relja Arandjelović,
Josef Sivic
[pdf] [arXiv]
[bibtex]
@InProceedings{Rocco_2018_CVPR,
author = {Rocco, Ignacio and Arandjelović, Relja and Sivic, Josef},
title = {End-to-End Weakly-Supervised Semantic Alignment},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic Zoom-In Network for Fast Object Detection in Large Images
Mingfei Gao,
Ruichi Yu,
Ang Li,
Vlad I. Morariu,
Larry S. Davis
[pdf] [arXiv]
[bibtex]
@InProceedings{Gao_2018_CVPR,
author = {Gao, Mingfei and Yu, Ruichi and Li, Ang and Morariu, Vlad I. and Davis, Larry S.},
title = {Dynamic Zoom-In Network for Fast Object Detection in Large Images},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Learning Markov Clustering Networks for Scene Text Detection
Zichuan Liu,
Guosheng Lin,
Sheng Yang,
Jiashi Feng,
Weisi Lin,
Wang Ling Goh
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Zichuan and Lin, Guosheng and Yang, Sheng and Feng, Jiashi and Lin, Weisi and Goh, Wang Ling},
title = {Learning Markov Clustering Networks for Scene Text Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Reinforcement Learning of Region Proposal Networks for Object Detection
Aleksis Pirinen,
Cristian Sminchisescu
[pdf] [supp]
[bibtex]
@InProceedings{Pirinen_2018_CVPR,
author = {Pirinen, Aleksis and Sminchisescu, Cristian},
title = {Deep Reinforcement Learning of Region Proposal Networks for Object Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Beyond Holistic Object Recognition: Enriching Image Understanding With Part States
Cewu Lu,
Hao Su,
Yonglu Li,
Yongyi Lu,
Li Yi,
Chi-Keung Tang,
Leonidas J. Guibas
[pdf] [arXiv]
[bibtex]
@InProceedings{Lu_2018_CVPR,
author = {Lu, Cewu and Su, Hao and Li, Yonglu and Lu, Yongyi and Yi, Li and Tang, Chi-Keung and Guibas, Leonidas J.},
title = {Beyond Holistic Object Recognition: Enriching Image Understanding With Part States},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Discriminability Objective for Training Descriptive Captions
Ruotian Luo,
Brian Price,
Scott Cohen,
Gregory Shakhnarovich
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Luo_2018_CVPR,
author = {Luo, Ruotian and Price, Brian and Cohen, Scott and Shakhnarovich, Gregory},
title = {Discriminability Objective for Training Descriptive Captions},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Visual Question Answering With Memory-Augmented Networks
Chao Ma,
Chunhua Shen,
Anthony Dick,
Qi Wu,
Peng Wang,
Anton van den Hengel,
Ian Reid
[pdf] [arXiv]
[bibtex]
@InProceedings{Ma_2018_CVPR,
author = {Ma, Chao and Shen, Chunhua and Dick, Anthony and Wu, Qi and Wang, Peng and van den Hengel, Anton and Reid, Ian},
title = {Visual Question Answering With Memory-Augmented Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships
Yong Liu,
Ruiping Wang,
Shiguang Shan,
Xilin Chen
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR,
author = {Liu, Yong and Wang, Ruiping and Shan, Shiguang and Chen, Xilin},
title = {Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Occluded Pedestrian Detection Through Guided Attention in CNNs
Shanshan Zhang,
Jian Yang,
Bernt Schiele
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Shanshan and Yang, Jian and Schiele, Bernt},
title = {Occluded Pedestrian Detection Through Guided Attention in CNNs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Reward Learning From Narrated Demonstrations
Hsiao-Yu Tung,
Adam W. Harley,
Liang-Kang Huang,
Katerina Fragkiadaki
[pdf] [arXiv]
[bibtex]
@InProceedings{Tung_2018_CVPR,
author = {Tung, Hsiao-Yu and Harley, Adam W. and Huang, Liang-Kang and Fragkiadaki, Katerina},
title = {Reward Learning From Narrated Demonstrations},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing
Zilong Huang,
Xinggang Wang,
Jiasi Wang,
Wenyu Liu,
Jingdong Wang
[pdf]
[bibtex]
@InProceedings{Huang_2018_CVPR,
author = {Huang, Zilong and Wang, Xinggang and Wang, Jiasi and Liu, Wenyu and Wang, Jingdong},
title = {Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

PoTion: Pose MoTion Representation for Action Recognition
Vasileios Choutas,
Philippe Weinzaepfel,
Jérôme Revaud,
Cordelia Schmid
[pdf]
[bibtex]
@InProceedings{Choutas_2018_CVPR,
author = {Choutas, Vasileios and Weinzaepfel, Philippe and Revaud, Jérôme and Schmid, Cordelia},
title = {PoTion: Pose MoTion Representation for Action Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation
Yong Zhang,
Rui Zhao,
Weiming Dong,
Bao-Gang Hu,
Qiang Ji
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Yong and Zhao, Rui and Dong, Weiming and Hu, Bao-Gang and Ji, Qiang},
title = {Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Pulling Actions out of Context: Explicit Separation for Effective Combination
Yang Wang,
Minh Hoai
[pdf]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Yang and Hoai, Minh},
title = {Pulling Actions out of Context: Explicit Separation for Effective Combination},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Dynamic Feature Learning for Partial Face Recognition
Lingxiao He,
Haiqing Li,
Qi Zhang,
Zhenan Sun
[pdf]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Lingxiao and Li, Haiqing and Zhang, Qi and Sun, Zhenan},
title = {Dynamic Feature Learning for Partial Face Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Exploiting Transitivity for Learning Person Re-Identification Models on a Budget
Sourya Roy,
Sujoy Paul,
Neal E. Young,
Amit K. Roy-Chowdhury
[pdf] [supp]
[bibtex]
@InProceedings{Roy_2018_CVPR,
author = {Roy, Sourya and Paul, Sujoy and Young, Neal E. and Roy-Chowdhury, Amit K.},
title = {Exploiting Transitivity for Learning Person Re-Identification Models on a Budget},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Deep Spatial Feature Reconstruction for Partial Person Re-Identification: Alignment-Free Approach
Lingxiao He,
Jian Liang,
Haiqing Li,
Zhenan Sun
[pdf] [arXiv]
[bibtex]
@InProceedings{He_2018_CVPR,
author = {He, Lingxiao and Liang, Jian and Li, Haiqing and Sun, Zhenan},
title = {Deep Spatial Feature Reconstruction for Partial Person Re-Identification: Alignment-Free Approach},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Every Smile Is Unique: Landmark-Guided Diverse Smile Generation
Wei Wang,
Xavier Alameda-Pineda,
Dan Xu,
Pascal Fua,
Elisa Ricci,
Nicu Sebe
[pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR,
author = {Wang, Wei and Alameda-Pineda, Xavier and Xu, Dan and Fua, Pascal and Ricci, Elisa and Sebe, Nicu},
title = {Every Smile Is Unique: Landmark-Guided Diverse Smile Generation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition
Jiankang Deng,
Shiyang Cheng,
Niannan Xue,
Yuxiang Zhou,
Stefanos Zafeiriou
[pdf] [arXiv]
[bibtex]
@InProceedings{Deng_2018_CVPR,
author = {Deng, Jiankang and Cheng, Shiyang and Xue, Niannan and Zhou, Yuxiang and Zafeiriou, Stefanos},
title = {UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

Cascaded Pyramid Network for Multi-Person Pose Estimation
Yilun Chen,
Zhicheng Wang,
Yuxiang Peng,
Zhiqiang Zhang,
Gang Yu,
Jian Sun
[pdf] [arXiv]
[bibtex]
@InProceedings{Chen_2018_CVPR,
author = {Chen, Yilun and Wang, Zhicheng and Peng, Yuxiang and Zhang, Zhiqiang and Yu, Gang and Sun, Jian},
title = {Cascaded Pyramid Network for Multi-Person Pose Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

A Face-to-Face Neural Conversation Model
Hang Chu,
Daiqing Li,
Sanja Fidler
[pdf]
[bibtex]
@InProceedings{Chu_2018_CVPR,
author = {Chu, Hang and Li, Daiqing and Fidler, Sanja},
title = {A Face-to-Face Neural Conversation Model},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}

End-to-End Recovery of Human Shape and Pose
Angjoo Kanazawa,
Michael J. Black,
David W. Jacobs,
Jitendra Malik
[pdf] [arXiv]
[bibtex]
@InProceedings{Kanazawa_2018_CVPR,
author = {Kanazawa, Angjoo and Black, Michael J. and Jacobs, David W. and Malik, Jitendra},
title = {End-to-End Recovery of Human Shape and Pose},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}