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VATr++: Choose Your Words Wisely for Handwritten Text Generation
Feb. 19, 2024, 5:45 a.m. | Bram Vanherle, Vittorio Pippi, Silvia Cascianelli, Nick Michiels, Frank Van Reeth, Rita Cucchiara
cs.CV updates on arXiv.org arxiv.org
Abstract: Styled Handwritten Text Generation (HTG) has received significant attention in recent years, propelled by the success of learning-based solutions employing GANs, Transformers, and, preliminarily, Diffusion Models. Despite this surge in interest, there remains a critical yet understudied aspect - the impact of the input, both visual and textual, on the HTG model training and its subsequent influence on performance. This study delves deeper into a cutting-edge Styled-HTG approach, proposing strategies for input preparation and training …
abstract arxiv attention cs.ai cs.cv diffusion diffusion models gans impact solutions success text text generation transformers type visual words
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