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Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models



Liu Zhendong , Wenyu Jiang , Yi Zhang , Chongjun Wang

* Submitted for ECML-PKDD 2022 but not accepted 

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No Attention is Needed: Grouped Spatial-temporal Shift for Simple and Efficient Video Restorers



Dasong Li , Xiaoyu Shi , Yi Zhang , Xiaogang Wang , Hongwei Qin , Hongsheng Li

* Project Page: https://dasongli1.github.io/publication/grouped-shift-net/ 

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Vicinity Vision Transformer



Weixuan Sun , Zhen Qin , Hui Deng , Jianyuan Wang , Yi Zhang , Kaihao Zhang , Nick Barnes , Stan Birchfield , Lingpeng Kong , Yiran Zhong


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Hands-on Wireless Sensing with Wi-Fi: A Tutorial



Zheng Yang , Yi Zhang , Guoxuan Chi , Guidong Zhang


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Unveiling Transformers with LEGO: a synthetic reasoning task



Yi Zhang , Arturs Backurs , Sébastien Bubeck , Ronen Eldan , Suriya Gunasekar , Tal Wagner


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Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging



Ziyuan Yang , Wenjun Xia , Zexin Lu , Yingyu Chen , Xiaoxiao Li , Yi Zhang


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Aerial Vision-and-Dialog Navigation



Yue Fan , Winson Chen , Tongzhou Jiang , Chun Zhou , Yi Zhang , Xin Eric Wang


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A microstructure estimation Transformer inspired by sparse representation for diffusion MRI



Tianshu Zheng , Cong Sun , Weihao Zheng , Wen Shi , Haotian Li , Yi Sun , Yi Zhang , Guangbin Wang , Chuyang Ye , Dan Wu


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AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI



Wen Shi , Haoan Xu , Cong Sun , Jiwei Sun , Yamin Li , Xinyi Xu , Tianshu Zheng , Yi Zhang , Guangbin Wang , Dan Wu


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Clinical Prompt Learning with Frozen Language Models



Niall Taylor , Yi Zhang , Dan Joyce , Alejo Nevado-Holgado , Andrey Kormilitzin

* 18 pages, 6 figures, 6 tables 

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