Перегляд за автором "Lavrynenko, R."

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    CLIPTraVeLGAN for Semantically Robust Unpaired Image Translation
    (2023) Bodyanskiy, Y.; Ryabova, N.; Lavrynenko, R.
    In this paper a novel approach for semantically robust unpaired image translation is presented. CLIPTraVeLGAN replaces the Siamese network in TraVeLGAN with a contrastively pretrained language-image model (CLIP) with frozen weights. This approach significantly simplifies the model selection and training process of TraVeLGAN, making it more robust and easier to use.