Biography
My research interests are in computer vision, and I am currently working on weakly-superevised object detection & segmentation, open-set object detection & segmentation and multi-modality understanding.
Publications
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Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
Yufei Yin, Lechao Cheng, Wengang Zhou, Jiajun Deng, Zhou Yu and Houqiang Li.
International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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Recurrent Contour-Based Instance Segmentation with Progressive Learning
Hao Feng, Keyi Zhou, Wengang Zhou, Yufei Yin, Jiajun Deng, Qi Sun, Houqiang Li.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.
[Paper]
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Revisiting Open-Set Panoptic Segmentation
Yufei Yin, Hao Chen, Wengang Zhou, Jiajun Deng, Haiming Xu, Houqiang Li.
AAAI Conference on Artificial Intelligence (AAAI), 2024.
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Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation
Fangwen Wu, Jingxuan He, Yufei Yin, Yanbin Hao, Gang Huang, Lechao Cheng.
IEEE Winter Conference on Applications of Computer Vision (WACV), 2024.
[Paper]
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Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection
Yufei Yin, Jiajun Deng, Wengang Zhou, Li Li, Houqiang Li.
IEEE International Conference on Computer Vision (ICCV), 2023.
[Paper]
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FI-WSOD: Foreground Information Guided Weakly Supervised Object Detection
Yufei Yin, Jiajun Deng, Wengang Zhou, Li Li, Houqiang Li.
IEEE Transactions on Multimedia (TMM), 2022.
[Paper]
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Dual Decision Improves Open-Set Panoptic Segmentation
Hai-Ming Xu, Hao Chen, Lingqiao Liu, Yufei Yin.
British Machine Vision Conference (BMVC), 2022.
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Instance Mining with Class Feature Banks for Weakly Supervised Object Detection
Yufei Yin, Jiajun Deng, Wengang Zhou, Houqiang Li.
AAAI Conference on Artificial Intelligence (AAAI), 2021.
[Paper]
[Bib]
Experiences
Apr. 2023 - Oct. 2023 Research Intern, Zhejiang Lab |
Oct. 2020 - Jul. 2021 Research Intern, Noah's Ark Lab |
Academic Services
Invited Reviewer for journals and conferences, including TIP, TMM, TCSVT, ICCV, AAAI, etc.