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Temporal Output Discrepancy for Loss Estimation-based Active Learning


Dec 20, 2022
Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou

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* Accepted for IEEE Transactions on Neural Networks and Learning Systems, 2022. Journal extension of ICCV 2021 [arXiv:2107.14153] 

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ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal


Dec 13, 2022
Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, Bihan Wen

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Making Your First Choice: To Address Cold Start Problem in Vision Active Learning


Oct 05, 2022
Liangyu Chen, Yutong Bai, Siyu Huang, Yongyi Lu, Bihan Wen, Alan L. Yuille, Zongwei Zhou

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Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning


Sep 13, 2022
Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song, Puay Siew Tan, Jie Zhang, Bihan Wen, Justin Dauwels

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REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration


Jul 25, 2022
Chong Wang, Rongkai Zhang, Saiprasad Ravishankar, Bihan Wen

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* Accepted to ICIP 2022 

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ABCDE: An Agent-Based Cognitive Development Environment


Jun 10, 2022
Jieyi Ye, Jiafei Duan, Samson Yu, Bihan Wen, Cheston Tan

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* Accepted to CVPRW 2022,Embodied AI Workshop (Extended Abstract) 

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Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing


Mar 22, 2022
Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu

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Enhancing Low-Light Images in Real World via Cross-Image Disentanglement


Jan 10, 2022
Lanqing Guo, Renjie Wan, Wenhan Yang, Alex Kot, Bihan Wen

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FINO: Flow-based Joint Image and Noise Model


Nov 11, 2021
Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen

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