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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}