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ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement

Hugging Face Daily Papers · 2026-05-25 Cached

ControlLight is a controllable low-light enhancement framework that uses a large-scale real-world dataset and a weighted flow matching loss to achieve consistent image quality across varying enhancement strengths, achieving state-of-the-art performance.

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