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Aude Genevay

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Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark

Jun 03, 2021
Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Alexander Filippov, Evgeny Burnaev

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Large-Scale Wasserstein Gradient Flows

Jun 01, 2021
Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Evgeny Burnaev

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Improving Approximate Optimal Transport Distances using Quantization

Feb 25, 2021
Gaspard Beugnot, Aude Genevay, Kristjan Greenewald, Justin Solomon

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Continuous Regularized Wasserstein Barycenters

Aug 28, 2020
Lingxiao Li, Aude Genevay, Mikhail Yurochkin, Justin Solomon

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Differentiable Deep Clustering with Cluster Size Constraints

Oct 20, 2019
Aude Genevay, Gabriel Dulac-Arnold, Jean-Philippe Vert

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Learning Generative Models with Sinkhorn Divergences

Oct 20, 2017
Aude Genevay, Gabriel Peyré, Marco Cuturi

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GAN and VAE from an Optimal Transport Point of View

Jun 06, 2017
Aude Genevay, Gabriel Peyré, Marco Cuturi

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