AI RESEARCH
RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration
arXiv CS.CV
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ArXi:2505.18047v3 Announce Type: replace The use of latent diffusion models (LDMs) such as Stable Diffusion has significantly improved the perceptual quality of All-in-One image Restoration (AiOR) methods, while also enhancing their generalization capabilities. However, these LDM-based frameworks suffer from slow inference due to their iterative denoising process, rendering them impractical for time-sensitive applications. Visual autoregressive modeling (VAR), a recently