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Huaqiu Li, Xiaowan Hu, Haoqian Wang · 2025 · arXiv 2503.14535

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cs.CV 1

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2026 1

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Internally Referenced Low-Light Enhancement

cs.CV · 2026-05-27 · unverdicted · novelty 6.0

Introduces self-supervised LLIE using internal low-frequency pseudo ground-truth, dual-domain structural constraints, and gain-adaptive modulation to achieve superior noise suppression and detail preservation.

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  • Internally Referenced Low-Light Enhancement cs.CV · 2026-05-27 · unverdicted · none · ref 28

    Introduces self-supervised LLIE using internal low-frequency pseudo ground-truth, dual-domain structural constraints, and gain-adaptive modulation to achieve superior noise suppression and detail preservation.