Search Results for author: Zijun Huang

Found 3 papers, 2 papers with code

Federated Adversarial Domain Adaptation

no code implementations ICLR 2020 Xingchao Peng, Zijun Huang, Yizhe Zhu, Kate Saenko

In this work, we present a principled approach to the problem of federated domain adaptation, which aims to align the representations learned among the different nodes with the data distribution of the target node.

Disentanglement Domain Adaptation +3

Domain Agnostic Learning with Disentangled Representations

1 code implementation28 Apr 2019 Xingchao Peng, Zijun Huang, Ximeng Sun, Kate Saenko

Unsupervised model transfer has the potential to greatly improve the generalizability of deep models to novel domains.

General Classification Image Classification +1

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