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Xing Xie

Generalized Representations Learning for Time Series Classification

Sep 15, 2022
Wang Lu, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xing Xie

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* Technical report; 18 pages

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Domain-Specific Risk Minimization

Aug 23, 2022
Yi-Fan Zhang, Jindong Wang, Zhang Zhang, Baosheng Yu, Liang Wang, Dacheng Tao, Xing Xie

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* ECCV 2022 Workshop on Out-of-Distribution Generalization in Computer Vision

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USB: A Unified Semi-supervised Learning Benchmark

Aug 12, 2022
Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

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* Submitted to NeurIPS'22 dataset and benchmark track; code at https://github.com/microsoft/Semi-supervised-learning

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Equivariant Disentangled Transformation for Domain Generalization under Combination Shift

Aug 03, 2022
Yivan Zhang, Jindong Wang, Xing Xie, Masashi Sugiyama

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Domain-invariant Feature Exploration for Domain Generalization

Jul 25, 2022
Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, Xing Xie

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* Accepted by Transactions on Machine Learning Research (TMLR) 2022; 20 pages; code: https://github.com/jindongwang/transferlearning/tree/master/code/DeepDG

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FedX: Unsupervised Federated Learning with Cross Knowledge Distillation

Jul 19, 2022
Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha

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* Accepted and will be published at ECCV2022

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