A Domain Agnostic Measure for Monitoring and Evaluating GANs

Paulina Grnarova, Kfir Y. Levy, Aurelien Lucchi, Nathanael Perraudin, Ian Goodfellow, Thomas Hofmann, Andreas Krause

Feb-12-2026, 11:27:22 GMT–Neural Information Processing Systems

Exten-sive experiments show the effectiveness of this measure to rank different GANmodels and capture the typical GAN failure scenarios, including mode collapse andnon-convergentbehaviours.

artificial intelligence, arxivpreprintarxiv, machine learning, (18 more...)

Neural Information Processing Systems

Feb-12-2026, 11:27:22 GMT

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