Author

Kui Jiang

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Preprint Sep 2026

S3VD: Semantic-Guidance Spatio-Temporal Scanning for Video Deraining

This work introduces S3VD, a Semantic-Guidance Spatio-Temporal Scanning framework for video deraining, featuring two key innovations: Multi-Scale Semantic Fusion (MSSF) Module and Spatio-Temporal Scanning Fusion (STSF) Module.

Kui Jiang, Yiang Chen, Yan Luo et al. · 0 citations

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