89 citations · 240 across the 20 of their papers we have counts for
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cs.LG2018★ 57 cited
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model
Soheil Kolouri, Phillip E. Pope, Charles E. Martin +1
In this paper we study generative modeling via autoencoders while using the elegant geometric properties of the optimal transport (OT) problem and the Wasserstein distances. We int…
cs.CV2018
Transport-Based Pattern Theory: A Signal Transformation Approach
Liam Cattell, Gustavo K. Rohde
In many scientific fields imaging is used to relate a certain physical quantity to other dependent variables. Therefore, images can be considered as a map from a real-world coordin…