51 citations · 58 across the 10 of their papers we have counts for
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cs.LG2019
Symmetric Cross Entropy for Robust Learning with Noisy Labels
Yisen Wang, Xingjun Ma, Zaiyi Chen +3
Training accurate deep neural networks (DNNs) in the presence of noisy labels is an important and challenging task. Though a number of approaches have been proposed for learning wi…
cs.LG2019★ 4 cited
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation
Dong-Dong Chen, Yisen Wang, Jinfeng Yi +2
Unsupervised domain adaptation aims to transfer the classifier learned from the source domain to the target domain in an unsupervised manner. With the help of target pseudo-labels,…