Transfer Learning on generative adversarial networks (GANs)

Asked Mar 26 '18 at 05:14

Active Sep 30 '19 at 16:15

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Is it possible to apply transfer learning to GANs and if so, what are some examples of someone having tried this?

edited Mar 26 '18 at 06:35

Carl

asked Mar 26 '18 at 05:14

Alberto MQ

Take a look at following examples https://biblio.ugent.be/publication/8521037/file/8521039.pdf http://cs231n.stanford.edu/reports/2017/pdfs/313.pdf https://ieeexplore.ieee.org/document/8301400/ – Koundy May 18 '18 at 09:50
Transfer learning on GANs is still an open field of research. You can find some works here: - https://www.semanticscholar.org/paper/Transferring-GANs%3A-Generating-Images-from-Limited-Wang-Wu/fac36fa1b809b71756c259f2c5db20add0cb0da0 - https://arxiv.org/abs/1906.11613 - https://www.semanticscholar.org/paper/SDIT%3A-Scalable-and-Diverse-Cross-domain-Image-Wang-Gonzalez-Garcia/28dea7c409c031605e54e365c753af29c20bafec – EdoardoG Sep 30 '19 at 16:15

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