(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.
We collect and process your personal information for the following purposes: Authentication, Preferences, Acknowledgement and Statistics. To learn more, please read our privacy policy.