most citedA new method for determining Wasserstein 1 optimal transport maps from Kantorovich potentials, with deep learning applications

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cs.LG2021

Trust the Critics: Generatorless and Multipurpose WGANs with Initial Convergence Guarantees

Tristan Milne, Étienne Bilocq, Adrian Nachman

Inspired by ideas from optimal transport theory we present Trust the Critics (TTC), a new algorithm for generative modelling. This algorithm eliminates the trainable generator from…