RGSUD achieves SOTA unsupervised deraining by using IQA-based reward recycling and self-reinforcement to constrain optimization and improve pseudo-paired data quality.
arXiv preprint arXiv:2312.01677 (2023)
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PixIE proposes a feed-forward pixel-space low-light image enhancement network using DINO-prompted pixel blocks, spatial-channel compaction, and multi-receptive-field embeddings, claiming 1.9-15.0% PSNR gains and 8.5-44.4% LPIPS reductions on benchmarks.
HDRFace injects high-dimensional facial features from low-quality and intermediate images into diffusion models via SDFM fusion, reporting gains on SD V2.1-base and Qwen-Image.
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