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When, Why, and Which Pretrained GANs Are Useful?


Mar 10, 2022
Timofey Grigoryev, Andrey Voynov, Artem Babenko


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Label-Efficient Semantic Segmentation with Diffusion Models


Dec 27, 2021
Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, Artem Babenko


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Navigating the GAN Parameter Space for Semantic Image Editing


Dec 01, 2020
Anton Cherepkov, Andrey Voynov, Artem Babenko

* Supplementary code: https://github.com/yandex-research/navigan 

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Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models


Jun 08, 2020
Andrey Voynov, Stanislav Morozov, Artem Babenko


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Unsupervised Discovery of Interpretable Directions in the GAN Latent Space


Feb 18, 2020
Andrey Voynov, Artem Babenko


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RPGAN: GANs Interpretability via Random Routing


Feb 17, 2020
Andrey Voynov, Artem Babenko


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