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Публікація A survey of methods of text-to-image translation(ХНУРЕ, 2019) Pydorenko, D. O.The given work is devoted to the text-to-image translation. This translation can be realized in two steps. First, a large text should be transformed into a small set of captions. Second, these captions should be used to generate images. There are different methods that can help to implement both steps.