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Information × Registration Number 2118U002682, Article popup.category Препринт Title popup.author Mykhailych Mykola popup.publication 01-01-2018 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/1190 popup.publisher Description The purpose of this thesis is to analyze different generative adversarial networks for application in fashion. Research of “mode collapse” problem of generative adversarial networks. We studied the theoretical part of the “mode collapse” and conducted experiments on a synthetic toy dataset, and a dataset containing real data from fashion. Due to the developed method, it was possible to achieve visible results of improving the quality of garment generation by solving the problem of collapse. popup.nrat_date 2025-05-09 Close