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Jul 2026

CLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement

A Clustering-aware RWKV framework, termed CRWKV, is proposed, which reformulates the fixed recurrent propagation path of conventional RWKV into a content-adaptive token trajectory and introduces Clustering-aware Semantic Dynamic Reordering (CSDR), which groups tokens according to semantic feature similarity and derives...

Kui Jiang, Zefan Feng, Lai-Bin Chang et al. · 0 citations
Aug 2026

F2Mamba: Fine-grained forgery-aware Mamba for image manipulation localization.

A Fine-grained Forgery-aware Mamba is proposed that learns multi-scale global features at low computational cost with the linear-complexity global modeling capability of VMamba and achieves strong generalization capability compared with state-of-the-art IML models.

Zi-Ying Zhao, Nan-Run Zhou, Yan Luo et al. · 0 citations

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