50 citations · 89 across the 7 of their papers we have counts for
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cs.CV2021
Toward a Visual Concept Vocabulary for GAN Latent Space
Sarah Schwettmann, Evan Hernandez, David Bau +3
A large body of recent work has identified transformations in the latent spaces of generative adversarial networks (GANs) that consistently and interpretably transform generated im…
cs.CL2021
The Low-Dimensional Linear Geometry of Contextualized Word Representations
Evan Hernandez, Jacob Andreas
Black-box probing models can reliably extract linguistic features like tense, number, and syntactic role from pretrained word representations. However, the manner in which these fe…