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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yunchao Wei

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Jul 2026

SinColor: Uncertainty-Guided Single-Step Diffusion for Image Colorization

Image colorization is a fundamental yet challenging task in computer vision, aiming to recover plausible and spatially coherent colors from grayscale images. Recent advancements in diffusion models have enabled significant progress in this field, yet existing methods predominantly rely on multi-step diffusion processes...

Yutong Gao, Ying Zhang, Congyan Lang et al. · 0 citations

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