Weakly Supervised Learning for Real-World Computer Vision Applications


Missing Labels in Object Detection
Mengmeng Xu,
Yancheng Bai,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR_Workshops,
author = {Xu, Mengmeng and Bai, Yancheng and Ghanem, Bernard},
title = {Missing Labels in Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Utilizing the Instability in Weakly Supervised Object Detection
Boxiao Liu,
Yan Gao,
Nan Guo,
Xiaochun Ye,
Fang Wan,
Haihang You,
Dongrui Fan
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Boxiao and Gao, Yan and Guo, Nan and Ye, Xiaochun and Wan, Fang and You, Haihang and Fan, Dongrui},
title = {Utilizing the Instability in Weakly Supervised Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Dense Crowd Counting Convolutional Neural Networks with Minimal Data using Semi-Supervised Dual-Goal Generative Adversarial Networks
Greg Olmschenk,
Jin Chen,
Hao Tang,
Zhigang Zhu
[pdf]
[bibtex]
@InProceedings{Olmschenk_2019_CVPR_Workshops,
author = {Olmschenk, Greg and Chen, Jin and Tang, Hao and Zhu, Zhigang},
title = {Dense Crowd Counting Convolutional Neural Networks with Minimal Data using Semi-Supervised Dual-Goal Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Dual Attention Network with Semantic Embedding for Few-shot Learning
Shipeng Yan,
Songyang Zhang,
Xuming He
[pdf]
[bibtex]
@InProceedings{Yan_2019_CVPR_Workshops,
author = {Yan, Shipeng and Zhang, Songyang and He, Xuming},
title = {A Dual Attention Network with Semantic Embedding for Few-shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A pairwise learning strategy for video-based face recognition
Meng Zhang,
Rujie Liu,
Hajime Nada,
Hidetsugu Uchida,
Tomoaki Matsunami,
Narishige Abe
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR_Workshops,
author = {Zhang, Meng and Liu, Rujie and Nada, Hajime and Uchida, Hidetsugu and Matsunami, Tomoaki and Abe, Narishige},
title = {A pairwise learning strategy for video-based face recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Semantic Part RCNN for Real-World Pedestrian Detection
Mengmeng Xu,
Yancheng Bai,
Sally Sisi Qu,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR_Workshops,
author = {Xu, Mengmeng and Bai, Yancheng and Sisi Qu, Sally and Ghanem, Bernard},
title = {Semantic Part RCNN for Real-World Pedestrian Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach
Wenyuan Li,
Zichen Wang,
Jiayun Li,
Jennifer Polson,
William Speier,
Corey Arnold
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Wenyuan and Wang, Zichen and Li, Jiayun and Polson, Jennifer and Speier, William and Arnold, Corey},
title = {Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Class Subset Selection for Partial Domain Adaptation
Fariba Zohrizadeh,
Mohsen Kheirandishfard,
Farhad Kamangar
[pdf]
[bibtex]
@InProceedings{Zohrizadeh_2019_CVPR_Workshops,
author = {Zohrizadeh, Fariba and Kheirandishfard, Mohsen and Kamangar, Farhad},
title = {Class Subset Selection for Partial Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Self-supervised Difference Detection for Refinement CRF and Seed Interpolation
Wataru Shimoda,
Keiji Yanai
[pdf]
[bibtex]
@InProceedings{Shimoda_2019_CVPR_Workshops,
author = {Shimoda, Wataru and Yanai, Keiji},
title = {Self-supervised Difference Detection for Refinement CRF and Seed Interpolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}