CVPR 2019 Open Access Repository

Compact and Efficient Feature Representation and Learning in Computer Vision

Robust Visual Tracking via Collaborative and Reinforced Convolutional Feature Learning: Dongdong Li,

Yangliu Kuai,

Gongjian Wen,

Li Liu; [pdf]
[bibtex]
@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Dongdong and Kuai, Yangliu and Wen, Gongjian and Liu, Li},
title = {Robust Visual Tracking via Collaborative and Reinforced Convolutional Feature Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks: Ali Diba,

Vivek Sharma,

Rainer Stiefelhagen,

Luc Van Gool; [pdf]
[bibtex]
@InProceedings{Diba_2019_CVPR_Workshops,
author = {Diba, Ali and Sharma, Vivek and Stiefelhagen, Rainer and Van Gool, Luc},
title = {Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Video-Based Action Recognition Using Dimension Reduction of Deep Covariance Trajectories: Mengyu Dai,

Anuj Srivastava; [pdf]
[bibtex]
@InProceedings{Dai_2019_CVPR_Workshops,
author = {Dai, Mengyu and Srivastava, Anuj},
title = {Video-Based Action Recognition Using Dimension Reduction of Deep Covariance Trajectories},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Adaptive Labeling for Deep Learning to Hash: Huei-Fang Yang,

Cheng-Hao Tu,

Chu-Song Chen; [pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR_Workshops,
author = {Yang, Huei-Fang and Tu, Cheng-Hao and Chen, Chu-Song},
title = {Adaptive Labeling for Deep Learning to Hash},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Deep Anchored Convolutional Neural Networks: Jiahui Huang,

Kshitij Dwivedi,

Gemma Roig; [pdf]
[bibtex]
@InProceedings{Huang_2019_CVPR_Workshops,
author = {Huang, Jiahui and Dwivedi, Kshitij and Roig, Gemma},
title = {Deep Anchored Convolutional Neural Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation: Junjie Liu,

Dongchao Wen,

Hongxing Gao,

Wei Tao,

Tse-Wei Chen,

Kinya Osa,

Masami Kato; [pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Junjie and Wen, Dongchao and Gao, Hongxing and Tao, Wei and Chen, Tse-Wei and Osa, Kinya and Kato, Masami},
title = {Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Single Image Based Metric Learning via Overlapping Blocks Model for Person Re-Identification: Yipeng Chen,

Cairong Zhao,

Tianli Sun; [pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR_Workshops,
author = {Chen, Yipeng and Zhao, Cairong and Sun, Tianli},
title = {Single Image Based Metric Learning via Overlapping Blocks Model for Person Re-Identification},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Class Consistency Driven Unsupervised Deep Adversarial Domain Adaptation: Sayan Rakshit,

Ushasi Chaudhuri,

Biplab Banerjee,

Subhasis Chaudhuri; [pdf]
[bibtex]
@InProceedings{Rakshit_2019_CVPR_Workshops,
author = {Rakshit, Sayan and Chaudhuri, Ushasi and Banerjee, Biplab and Chaudhuri, Subhasis},
title = {Class Consistency Driven Unsupervised Deep Adversarial Domain Adaptation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates: Mohammad Saeed Shafiee,

Mohammad Javad Shafiee,

Alexander Wong; [pdf]
[bibtex]
@InProceedings{Shafiee_2019_CVPR_Workshops,
author = {Saeed Shafiee, Mohammad and Javad Shafiee, Mohammad and Wong, Alexander},
title = {Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Compact Scene Graphs for Layout Composition and Patch Retrieval: Subarna Tripathi,

Sharath Nittur Sridhar,

Sairam Sundaresan,

Hanlin Tang; [pdf]
[bibtex]
@InProceedings{Tripathi_2019_CVPR_Workshops,
author = {Tripathi, Subarna and Nittur Sridhar, Sharath and Sundaresan, Sairam and Tang, Hanlin},
title = {Compact Scene Graphs for Layout Composition and Patch Retrieval},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design: Alexander Wong,

Zhong Qiu Lin,

Brendan Chwyl; [pdf]
[bibtex]
@InProceedings{Wong_2019_CVPR_Workshops,
author = {Wong, Alexander and Qiu Lin, Zhong and Chwyl, Brendan},
title = {AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Efficient Super Resolution Using Binarized Neural Network: Yinglan Ma,

Hongyu Xiong,

Zhe Hu,

Lizhuang Ma; [pdf]
[bibtex]
@InProceedings{Ma_2019_CVPR_Workshops,
author = {Ma, Yinglan and Xiong, Hongyu and Hu, Zhe and Ma, Lizhuang},
title = {Efficient Super Resolution Using Binarized Neural Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Generative Model for Zero-Shot Sketch-Based Image Retrieval: Vinay Kumar Verma,

Aakansha Mishra,

Ashish Mishra,

Piyush Rai; [pdf]
[bibtex]
@InProceedings{Verma_2019_CVPR_Workshops,
author = {Kumar Verma, Vinay and Mishra, Aakansha and Mishra, Ashish and Rai, Piyush},
title = {Generative Model for Zero-Shot Sketch-Based Image Retrieval},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Efficient Deep Palmprint Recognition via Distilled Hashing Coding: Huikai Shao,

Dexing Zhong,

Xuefeng Du; [pdf]
[bibtex]
@InProceedings{Shao_2019_CVPR_Workshops,
author = {Shao, Huikai and Zhong, Dexing and Du, Xuefeng},
title = {Efficient Deep Palmprint Recognition via Distilled Hashing Coding},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Image Denoising Using Deep CGAN With Bi-Skip Connections: Peng Wang; [pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Peng},
title = {Image Denoising Using Deep CGAN With Bi-Skip Connections},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Pairwise Teacher-Student Network for Semi-Supervised Hashing: Shifeng Zhang,

Jianmin Li,

Bo Zhang; [pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR_Workshops,
author = {Zhang, Shifeng and Li, Jianmin and Zhang, Bo},
title = {Pairwise Teacher-Student Network for Semi-Supervised Hashing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
A Site Model Based Change Detection Method for SAR Images: Wei Wang,

Jianhua Shi,

Lingjun Zhao,

Xingwei Yan; [pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Wei and Shi, Jianhua and Zhao, Lingjun and Yan, Xingwei},
title = {A Site Model Based Change Detection Method for SAR Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Salient Object Detection in Low Contrast Images via Global Convolution and Boundary Refinement: Nan Mu,

Xin Xu,

Xiaolong Zhang; [pdf]
[bibtex]
@InProceedings{Mu_2019_CVPR_Workshops,
author = {Mu, Nan and Xu, Xin and Zhang, Xiaolong},
title = {Salient Object Detection in Low Contrast Images via Global Convolution and Boundary Refinement},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection: Youngwan Lee,

Joong-won Hwang,

Sangrok Lee,

Yuseok Bae,

Jongyoul Park; [pdf]
[bibtex]
@InProceedings{Lee_2019_CVPR_Workshops,
author = {Lee, Youngwan and Hwang, Joong-won and Lee, Sangrok and Bae, Yuseok and Park, Jongyoul},
title = {An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Scan-Flood Fill(SCAFF): An Efficient Automatic Precise Region Filling Algorithm for Complicated Regions: Yixuan He,

Tianyi Hu,

Delu Zeng; [pdf]
[bibtex]
@InProceedings{He_2019_CVPR_Workshops,
author = {He, Yixuan and Hu, Tianyi and Zeng, Delu},
title = {Scan-Flood Fill(SCAFF): An Efficient Automatic Precise Region Filling Algorithm for Complicated Regions},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}