MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data

DOI10.1137/20M1344299OpenAlexW3213083655MaRDI QIDQ5018897

No author found.

Publication date: 27 December 2021

Published in: SIAM Journal on Mathematics of Data Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/20m1344299

zbMATH Keywords

manifoldunsupervisedGANsgenerative modelingscientific ML

Mathematics Subject Classification ID

Minimax problems in mathematical programming (90C47) Other game-theoretic models (91A40) Artificial intelligence (68T99)

Uses Software

• MNIST
• Wasserstein GAN
• MMD GAN
• CelebA

Cites Work

• Understanding Estimation and Generalization Error of Generative Adversarial Networks
• Unnamed Item

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