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Sketch-guided Image Inpainting with Partial Discrete Diffusion Process
April 19, 2024, 4:42 a.m. | Nakul Sharma, Aditay Tripathi, Anirban Chakraborty, Anand Mishra
cs.LG updates on arXiv.org arxiv.org
Abstract: In this work, we study the task of sketch-guided image inpainting. Unlike the well-explored natural language-guided image inpainting, which excels in capturing semantic details, the relatively less-studied sketch-guided inpainting offers greater user control in specifying the object's shape and pose to be inpainted. As one of the early solutions to this task, we introduce a novel partial discrete diffusion process (PDDP). The forward pass of the PDDP corrupts the masked regions of the image and …
arxiv cs.ai cs.cv cs.lg diffusion image inpainting process type
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