115 citations · 117 across the 6 of their papers we have counts for
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cs.LG2020
On the Global Self-attention Mechanism for Graph Convolutional Networks
Chen Wang, Chengyuan Deng
Applying Global Self-attention (GSA) mechanism over features has achieved remarkable success on Convolutional Neural Networks (CNNs). However, it is not clear if Graph Convolutiona…
cs.LG2020★ 115 cited
Supervised Contrastive Learning
Prannay Khosla, Piotr Teterwak, Chen Wang +6
Contrastive learning applied to self-supervised representation learning has seen a resurgence in recent years, leading to state of the art performance in the unsupervised training…
cs.DS2020
Exploration with Limited Memory: Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits
Sepehr Assadi, Chen Wang
Consider the following abstract coin tossing problem: Given a set of coins with unknown biases, find the most biased coin using a minimal number of coin tosses. This is a commo…