A multi-state RWKV-based model, with luminance-adaptive normalization and state-aware selective fusion, reports improved PSNR and SSIM across six low-light benchmarks.
Illumination distillation framework for nighttime person re-identification and a new benchmark.IEEE Transactions on Multimedia, pages 1–14,
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URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration
A multi-state RWKV-based model, with luminance-adaptive normalization and state-aware selective fusion, reports improved PSNR and SSIM across six low-light benchmarks.