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.
· arXiv.org · 0 citations