Search Results for author: Zhaoyang You

Found 2 papers, 1 papers with code

KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation

1 code implementation • 19 Nov 2020 • Hao-Zhe Feng, Zhaoyang You, Minghao Chen, Tianye Zhang, Minfeng Zhu, Fei Wu, Chao Wu, Wei Chen

(2) A dynamic weighting strategy named Consensus Focus to identify both the malicious and irrelevant domains.

Ranked #2 on Multi-Source Unsupervised Domain Adaptation on DomainNet

Knowledge Distillation Multi-Source Unsupervised Domain Adaptation +2

108

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Federated Unsupervised Representation Learning

no code implementations • 18 Oct 2020 • Fengda Zhang, Kun Kuang, Zhaoyang You, Tao Shen, Jun Xiao, Yin Zhang, Chao Wu, Yueting Zhuang, Xiaolin Li

FURL poses two new challenges: (1) data distribution shift (Non-IID distribution) among clients would make local models focus on different categories, leading to the inconsistency of representation spaces.

Federated Learning Representation Learning

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