SinSR: Diffusion-Based Image Super-Resolution in a Single Step
Computer Vision and Pattern Recognition（2024）
Key words
Single Step,Super-resolution,High-resolution Images,Number Of Steps,Random Noise,Teacher Model,Diffusion Model,Real-world Datasets,Sampling Step,Ground Truth Image,Student Model,Deterministic Function,Deterministic Processes,State Of The Art Methods,Inference Step,Training Data,Denoising,Diffusion Process,Ordinary Differential Equations,Reversible Process,Low-resolution Images,Super-resolution Task,Student Network,Training Overhead,Super-resolution Model,Perception Of Quality,Iterative Manner,Latent Space,Distillation Loss,Sophisticated Strategies
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