A unified image restoration framework, VarFormer, repurposes the scale-wise latent features of the pretrained generative model VAR as a distribution-alignment prior and reports state-of-the-art results across six degradation tasks.
A high-quality denoising dataset for smartphone cameras
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Navigating Image Restoration with VAR's Distribution Alignment Prior
A unified image restoration framework, VarFormer, repurposes the scale-wise latent features of the pretrained generative model VAR as a distribution-alignment prior and reports state-of-the-art results across six degradation tasks.