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Avoid Overfitting User Specific Information in Federated Keyword Spotting



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

* Accepted by Interspeech 2022 

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Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap



Lu Han , Han-Jia Ye , De-Chuan Zhan


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



Jia-Qi Yang , De-Chuan Zhan


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



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


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Generalized Knowledge Distillation via Relationship Matching



Han-Jia Ye , Su Lu , De-Chuan Zhan

* This manuscript has been accepted by TPAMI 

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Faculty Distillation with Optimal Transport



Su Lu , Han-Jia Ye , De-Chuan Zhan


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FOSTER: Feature Boosting and Compression for Class-Incremental Learning



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


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Identifying Ambiguous Similarity Conditions via Semantic Matching



Han-Jia Ye , Yi Shi , De-Chuan Zhan

* CVPR2022 

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Federated Learning with Position-Aware Neurons



Xin-Chun Li , Yi-Chu Xu , Shaoming Song , Bingshuai Li , Yinchuan Li , Yunfeng Shao , De-Chuan Zhan

* Accepted/to be published on CVPR 2022 

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Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks



Da-Wei Zhou , Han-Jia Ye , De-Chuan Zhan


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