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On Pseudo-Labeling for Class-Mismatch Semi-Supervised Learning


Jan 15, 2023
Lu Han, Han-Jia Ye, De-Chuan Zhan

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* Accepted to TMLR 2022 

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Self-Motivated Multi-Agent Exploration


Jan 05, 2023
Shaowei Zhang, Jiahan Cao, Lei Yuan, Yang Yu, De-Chuan Zhan

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Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again


Oct 11, 2022
Xin-Chun Li, Wen-Shu Fan, Shaoming Song, Yinchuan Li, Bingshuai Li, Yunfeng Shao, De-Chuan Zhan

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* Accepted By NeurIPS 2022 

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Avoid Overfitting User Specific Information in Federated Keyword Spotting


Jun 17, 2022
Xin-Chun Li, Jin-Lin Tang, Shaoming Song, Bingshuai Li, Yinchuan Li, Yunfeng Shao, Le Gan, De-Chuan Zhan

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* Accepted by Interspeech 2022 

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Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap


Jun 01, 2022
Lu Han, Han-Jia Ye, De-Chuan Zhan

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Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems


Jun 01, 2022
Jia-Qi Yang, De-Chuan Zhan

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A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning


May 26, 2022
Da-Wei Zhou, Qi-Wei Wang, Han-Jia Ye, De-Chuan Zhan

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Generalized Knowledge Distillation via Relationship Matching


May 04, 2022
Han-Jia Ye, Su Lu, De-Chuan Zhan

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* This manuscript has been accepted by TPAMI 

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Faculty Distillation with Optimal Transport


Apr 25, 2022
Su Lu, Han-Jia Ye, De-Chuan Zhan

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FOSTER: Feature Boosting and Compression for Class-Incremental Learning


Apr 10, 2022
Fu-Yun Wang, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

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