Publications

Latent reweighting, an almost free improvement for GANs
Thibaut Issenhuth, Ugo Tanielian, David Picard, Jérémie Mary
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Generative Adversarial Networks : theory and practice
Ugo Tanielian
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Some theoretical insights into Wasserstein GANs
Gérard Biau, Maxime Sangnier, Ugo Tanielian
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EdiBERT, a generative model for image editing
Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard
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Approximating Lipschitz continuous functions with GroupSort neural networks
Ugo Tanielian, Gérard Biau
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Learning disconnected manifolds: a no gan’s land
Ugo Tanielian, Thibaut Issenhuth, Elvis Dohmatob, Jérémie Mary
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Distributionally robust counterfactual risk minimization
Louis Faury, Ugo Tanielian, Elvis Dohmatob, Elena Smirnova, Flavian Vasile
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Relaxed softmax for PU learning
Ugo Tanielian, Flavian Vasile
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Some theoretical properties of GANs
Gérard Biau, Benoit Cadre, Maxime Sangnier, Ugo Tanielian
arxiv
Siamese cookie embedding networks for cross-device user matching
Ugo Tanielian, Anne-Marie Tousch, Flavian Vasile
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