Search Results for author: Mohammad Jalali

Found 2 papers, 0 papers with code

Towards a Scalable Identification of Novel Modes in Generative Models

no code implementations4 May 2024 Jingwei Zhang, Mohammad Jalali, Cheuk Ting Li, Farzan Farnia

An interpretable comparison of generative models requires the identification of sample types produced more frequently by each of the involved models.

Game of GANs: Game-Theoretical Models for Generative Adversarial Networks

no code implementations13 Jun 2021 Monireh Mohebbi Moghadam, Bahar Boroomand, Mohammad Jalali, Arman Zareian, Alireza DaeiJavad, Mohammad Hossein Manshaei, Marwan Krunz

This paper reviews the literature on the game theoretic aspects of GANs and addresses how game theory models can address specific challenges of generative model and improve the GAN's performance.

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