Hero-SR adds a dynamic time-step selector and CLIP-based multimodal losses to a distilled one-step diffusion model, reporting state-of-the-art perceptual metrics on real-world super-resolution benchmarks.
TOPIQ: A top-down approach from semantics to distortions for image quality assessment
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Hero-SR: One-Step Diffusion for Super-Resolution with Human Perception Priors
Hero-SR adds a dynamic time-step selector and CLIP-based multimodal losses to a distilled one-step diffusion model, reporting state-of-the-art perceptual metrics on real-world super-resolution benchmarks.