When Should a Low-Light Pipeline Generate? Auditable Risk Control for Selective Generative Enhancement

Qiyi Xie, Wei Chen Ng, Suyang Xi +5

Generative low-light enhancers recover plausible texture but may hallucinate structure; restoration networks preserve structure but can leave regions under-enhanced, and neither ad…