429 citations · 665 across the 28 of their papers we have counts for
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cs.LG2019
Sobolev Independence Criterion
Youssef Mroueh, Tom Sercu, Mattia Rigotti +2
We propose the Sobolev Independence Criterion (SIC), an interpretable dependency measure between a high dimensional random variable X and a response variable Y . SIC decomposes to…
cs.CV2019★ 1 cited
Learning Implicit Generative Models by Matching Perceptual Features
Cicero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi +1
Perceptual features (PFs) have been used with great success in tasks such as transfer learning, style transfer, and super-resolution. However, the efficacy of PFs as key source of…