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Perceptual Quality Assessment of Omnidirectional Images


Jul 06, 2022
Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Yi Fang, Xiaokang Yang


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A Survey on Label-efficient Deep Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction


Jul 04, 2022
Wei Shen, Zelin Peng, Xuehui Wang, Huayu Wang, Jiazhong Cen, Dongsheng Jiang, Lingxi Xie, Xiaokang Yang, Qi Tian


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Isolating and Leveraging Controllable and Noncontrollable Visual Dynamics in World Models


May 27, 2022
Minting Pan, Xiangming Zhu, Yunbo Wang, Xiaokang Yang


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DOTIN: Dropping Task-Irrelevant Nodes for GNNs


Apr 28, 2022
Shaofeng Zhang, Feng Zhu, Junchi Yan, Rui Zhao, Xiaokang Yang


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Continual Predictive Learning from Videos


Apr 12, 2022
Geng Chen, Wendong Zhang, Han Lu, Siyu Gao, Yunbo Wang, Mingsheng Long, Xiaokang Yang

* Accepted by CVPR 2022 (Oral). Code is available at https://github.com/jc043/CPL 

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Confusing Image Quality Assessment: Towards Better Augmented Reality Experience


Apr 11, 2022
Huiyu Duan, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Xiaokang Yang, Patrick Le Callet


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Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation


Apr 02, 2022
Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang

* 13 pages, 15 figures, TKDE 2021 

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Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation


Mar 30, 2022
Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang

* Published in ICML 2021 

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Exploring Frequency Adversarial Attacks for Face Forgery Detection


Mar 29, 2022
Shuai Jia, Chao Ma, Taiping Yao, Bangjie Yin, Shouhong Ding, Xiaokang Yang

* Accepted by CVPR2022 

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EAutoDet: Efficient Architecture Search for Object Detection


Mar 21, 2022
Xiaoxing Wang, Jiale Lin, Junchi Yan, Juanping Zhao, Xiaokang Yang


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