PixRestore: Unified Image Restoration via Pixel Diffusion Transformer

Lingchen Sun · hf · 2026-08-19

Lingchen Sun released PixRestore, a compact, VAE-free pixel-space diffusion transformer trained from scratch for unified image restoration. It uses flow matching on patchified pixels, DINO-based reliability-guided feature fusion, and adversarial fine-tuning to a one-step generator for efficient high-fidelity inference.

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