509 citations · 1.7k across the 38 of their papers we have counts for
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3 papers · 1 filter
cs.CV2018★ 55 cited
Interlinked Convolutional Neural Networks for Face Parsing
Yisu Zhou, Xiaolin Hu, Bo Zhang
Face parsing is a basic task in face image analysis. It amounts to labeling each pixel with appropriate facial parts such as eyes and nose. In the paper, we present a interlinked c…
cs.CV2018★ 1 cited
Adversarial Attacks and Defences Competition
Alexey Kurakin, Ian Goodfellow, Samy Bengio +20
To accelerate research on adversarial examples and robustness of machine learning classifiers, Google Brain organized a NIPS 2017 competition that encouraged researchers to develop…
cs.LG2018★ 39 cited
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift
Xiang Li, Shuo Chen, Xiaolin Hu +1
This paper first answers the question "why do the two most powerful techniques Dropout and Batch Normalization (BN) often lead to a worse performance when they are combined togethe…