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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

* Accepted by Interspeech 2022 

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Federated Learning with Position-Aware Neurons


Apr 02, 2022
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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Domain Adaptation without Model Transferring


Aug 03, 2021
Kunhong Wu, Yucheng Shi, Yahong Han, Yunfeng Shao, Bingshuai Li


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Black-box Probe for Unsupervised Domain Adaptation without Model Transferring


Aug 01, 2021
Kunhong Wu, Yucheng Shi, Yahong Han, Yunfeng Shao, Bingshuai Li


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Preliminary Steps Towards Federated Sentiment Classification


Jul 26, 2021
Xin-Chun Li, De-Chuan Zhan, Yunfeng Shao, Bingshuai Li, Shaoming Song


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Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes


Jul 26, 2021
Xin-Chun Li, Le Gan, De-Chuan Zhan, Yunfeng Shao, Bingshuai Li, Shaoming Song


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Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals


Apr 27, 2021
Yuandu Lai, Yucheng Shi, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li


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