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ABCDE: An Agent-Based Cognitive Development Environment



Jieyi Ye , Jiafei Duan , Samson Yu , Bihan Wen , Cheston Tan

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

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



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



Lanqing Guo , Renjie Wan , Wenhan Yang , Alex Kot , Bihan Wen


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FINO: Flow-based Joint Image and Noise Model



Lanqing Guo , Siyu Huang , Haosen Liu , Bihan Wen


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Adversarial Purification through Representation Disentanglement



Tao Bai , Jun Zhao , Lanqing Guo , Bihan Wen


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Disentangled Feature Representation for Few-shot Image Classification



Hao Cheng , Yufei Wang , Haoliang Li , Alex C. Kot , Bihan Wen


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PIP: Physical Interaction Prediction via Mental Imagery with Span Selection



Jiafei Duan , Samson Yu , Soujanya Poria , Bihan Wen , Cheston Tan


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ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement



Rongkai Zhang , Lanqing Guo , Siyu Huang , Bihan Wen

* Accepted by ACM MM 2021 

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R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery



Rongkai Zhang , Jiang Zhu , Zhiyuan Zha , Justin Dauwels , Bihan Wen

* Accepted by ICIP 2021 

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Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification



Hao Cheng , Kim-Hui Yap , Bihan Wen

* Submitted to IEEE Transactions on Multimedia 

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