170 citations · 596 across the 62 of their papers we have counts for
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cs.LG2022
FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation
Ziqing Fan, Yanfeng Wang, Jiangchao Yao +3
The statistical heterogeneity of the non-independent and identically distributed (non-IID) data in local clients significantly limits the performance of federated learning. Previou…
cs.CV2022★ 1 cited
Contrastive Learning with Boosted Memorization
Zhihan Zhou, Jiangchao Yao, Yanfeng Wang +2
Self-supervised learning has achieved a great success in the representation learning of visual and textual data. However, the current methods are mainly validated on the well-curat…