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Topology-aware Generalization of Decentralized SGD



Tongtian Zhu , Fengxiang He , Lan Zhang , Zhengyang Niu , Mingli Song , Dacheng Tao

* Accepted for publication in ICML 2022 

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PromptPose: Language Prompt Helps Animal Pose Estimation



Xu Zhang , Wen Wang , Zhe Chen , Jing Zhang , Dacheng Tao


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Variational Distillation for Multi-View Learning



Xudong Tian , Zhizhong Zhang , Cong Wang , Wensheng Zhang , Yanyun Qu , Lizhuang Ma , Zongze Wu , Yuan Xie , Dacheng Tao


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EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm



Jiangning Zhang , Xiangtai Li , Yabiao Wang , Chengjie Wang , Yibo Yang , Yong Liu , Dacheng Tao


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Boosting Factorization Machines via Saliency-Guided Mixup



Chenwang Wu , Defu Lian , Yong Ge , Min Zhou , Enhong Chen , Dacheng Tao


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A Survey on Gradient Inversion: Attacks, Defenses and Future Directions



Rui Zhang , Song Guo , Junxiao Wang , Xin Xie , Dacheng Tao

* Accepted by IJCAI-ECAI 2022 

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APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking



Yuxiang Yang , Junjie Yang , Yufei Xu , Jing Zhang , Long Lan , Dacheng Tao


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Toward Real-world Single Image Deraining: A New Benchmark and Beyond



Wei Li , Qiming Zhang , Jing Zhang , Zhen Huang , Xinmei Tian , Dacheng Tao


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Referring Image Matting



Jizhizi Li , Jing Zhang , Dacheng Tao

* The dataset and code are available at https://github.com/JizhiziLi/RIM 

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A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning



Jixian Guo , Mingming Gong , Dacheng Tao

* ICLR2022 accepted paper 

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