most citedEditing in Style: Uncovering the Local Semantics of GANs

9 citations · 9 across the 1 of their papers we have counts for

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cs.LG2018

Detecting Memorization in ReLU Networks

Edo Collins, Siavash Arjomand Bigdeli, Sabine Süsstrunk

We propose a new notion of `non-linearity' of a network layer with respect to an input batch that is based on its proximity to a linear system, which is reflected in the non-negati…

cs.LG2018

Deep Feature Factorization For Concept Discovery

Edo Collins, Radhakrishna Achanta, Sabine Süsstrunk

We propose Deep Feature Factorization (DFF), a method capable of localizing similar semantic concepts within an image or a set of images. We use DFF to gain insight into a deep con…