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


May 13, 2022
Minghua Wang, Danfeng Hong, Zhu Han, Jiaxin Li, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot


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


May 03, 2022
Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot


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Experimental quantum adversarial learning with programmable superconducting qubits


Apr 04, 2022
Wenhui Ren, Weikang Li, Shibo Xu, Ke Wang, Wenjie Jiang, Feitong Jin, Xuhao Zhu, Jiachen Chen, Zixuan Song, Pengfei Zhang, Hang Dong, Xu Zhang, Jinfeng Deng, Yu Gao, Chuanyu Zhang, Yaozu Wu, Bing Zhang, Qiujiang Guo, Hekang Li, Zhen Wang, Jacob Biamonte, Chao Song, Dong-Ling Deng, H. Wang

* 26 pages, 17 figures, 8 algorithms 

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SimPO: Simultaneous Prediction and Optimization


Mar 31, 2022
Bing Zhang, Yuya Jeremy Ong, Taiga Nakamura

* 3 pages, 2 figures 

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SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers


Jul 07, 2021
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot


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An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery


May 28, 2021
Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen

* ISPRS Journal of Photogrammetry and Remote Sensing, 177: 238-262, 2021 
* 35 pages. Published by ISPRS Journal of Photogrammetry and Remote Sensing 

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FCCDN: Feature Constraint Network for VHR Image Change Detection


May 23, 2021
Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang

* 33 pages, 12 figures. Submitted to ISPRS Journal of Photogrammetry and Remote Sensing. Under review 

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


May 21, 2021
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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Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation


May 17, 2021
Kelei He, Wen Ji, Tao Zhou, Zhuoyuan Li, Jing Huo, Xin Zhang, Yang Gao, Dinggang Shen, Bing Zhang, Junfeng Zhang


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