A CLIP-guided training recipe for zero-reference low-light enhancement improves downstream detection and classification on several benchmarks, though gains are small and the evaluation has fairness gaps.
Unsupervised image prior via prompt learning and clip semantic guidance for low-light image enhancement,
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Leveraging Content and Context Cues for Low-Light Image Enhancement
A CLIP-guided training recipe for zero-reference low-light enhancement improves downstream detection and classification on several benchmarks, though gains are small and the evaluation has fairness gaps.