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Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review



Minghua Wang , Danfeng Hong , Zhu Han , Jiaxin Li , Jing Yao , Lianru Gao , Bing Zhang , Jocelyn Chanussot


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Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion



Danfeng Hong , Jing Yao , Deyu Meng , Naoto Yokoya , Jocelyn Chanussot


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Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review



Jiaxin Li , Danfeng Hong , Lianru Gao , Jing Yao , Ke Zheng , Bing Zhang , Jocelyn Chanussot


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DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index



Yujia Zhou , Jing Yao , Zhicheng Dou , Ledell Wu , Ji-Rong Wen


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AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images



Kai-Ni Wang , Xin Yang , Juzheng Miao , Lei Li , Jing Yao , Ping Zhou , Wufeng Xue , Guang-Quan Zhou , Xiahai Zhuang , Dong Ni

* 19 pages, 10 figures, accepted by Medical Image Analysis 

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Learning to Select Historical News Articles for Interaction based Neural News Recommendation



Peitian Zhang , Zhicheng Dou , Jing Yao

* 10 pages 

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USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence



Jing Yao , Zhicheng Dou , Ruobing Xie , Yanxiong Lu , Zhiping Wang , Ji-Rong Wen

* 10 pages, 5 figures, CIKM 2021 

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SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers



Danfeng Hong , Zhu Han , Jing Yao , Lianru Gao , Bing Zhang , Antonio Plaza , Jocelyn Chanussot


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Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model



Danfeng Hong , Jingliang Hu , Jing Yao , Jocelyn Chanussot , Xiao Xiang Zhu

* ISPRS Journal of Photogrammetry and Remote Sensing, 2021 

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Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing



Danfeng Hong , Lianru Gao , Jing Yao , Naoto Yokoya , Jocelyn Chanussot , Uta Heiden , Bing Zhang

* IEEE Transactions on Neural Networks and Learning Systems, 2021 

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