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Real-World Image Super-Resolution by Exclusionary Dual-Learning



Hao Li , Jinghui Qin , Zhijing Yang , Pengxu Wei , Jinshan Pan , Liang Lin , Yukai Shi

* IEEE TMM 2022; Considering large volume of RealSR datasets, a multi-dataset sampling scheme is developed 

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Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels



Tao Pu , Tianshui Chen , Hefeng Wu , Yongyi Lu , Liang Lin

* Technical Report. arXiv admin note: substantial text overlap with arXiv:2203.02172 

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Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels



Tianshui Chen , Tao Pu , Lingbo Liu , Yukai Shi , Zhijing Yang , Liang Lin

* Technical Report. arXiv admin note: text overlap with arXiv:2112.10941 

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LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning



Zhicheng Yang , Jinghui Qin , Jiaqi Chen , Liang Lin , Xiaodan Liang


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Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution



Xiaoqian Xu , Pengxu Wei , Weikai Chen , Mingzhi Mao , Liang Lin , Guanbin Li


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Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism



Binbin Yang , Xinchi Deng , Han Shi , Changlin Li , Gengwei Zhang , Hang Xu , Shen Zhao , Liang Lin , Xiaodan Liang


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Causal Reasoning with Spatial-temporal Representation Learning: A Prospective Study



Yang Liu , Yushen Wei , Hong Yan , Guanbin Li , Liang Lin

* This work has been submitted to Machine Intelligence Research 

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Audio-Visual Contrastive Learning for Self-supervised Action Recognition



Haoyuan Lan , Yang Liu , Liang Lin


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Semantic Representation and Dependency Learning for Multi-Label Image Recognition



Tao Pu , Lixian Yuan , Hefeng Wu , Tianshui Chen , Ling Tian , Liang Lin

* 25 pages, 7 figures 

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