Eric Wong (@riceric22) 's Twitter Profile
Eric Wong

@riceric22

Assistant professor at University of Pennsylvania. Machine learning, optimization, robustness & interpretability.

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linkhttps://www.cis.upenn.edu/~exwong/ calendar_today03-07-2009 18:48:34

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Eric Wong (@riceric22) 's Twitter Profile Photo
Eric Wong
@riceric22

a year ago

Traditional concept vectors used to explain deep representations fail to compose when combined, i.e. 🐤(small) +🦢(white) =🦩(big & colorful)❌ We propose CCE: a method for extracting *composable* concepts, i.e. 🐤(small) +🦢(white) =🕊️(small & white)✅ debugml.github.io/compositional-…