Author

Mengke Song

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Conference Open access Sep 2026

G-SalAlignMamba: Geometry-Aware Vision Mamba for Dual-Modal Salient Object Detection

G-SalAlignMamba is proposed, a geometry-aware framework tailored for dual-modal SOD that introduces Geometry-Aware Encoding with explicit alignment to correct spatial shifts, Semantics-Informed Refinement to prevent signal dilution by prioritizing foregrounds, and Structure-Preserving Decoding that integrates explicit...

Hai-Xiao Gao, Yi-Min Zheng, Meng-Ke Song et al. · Proceedings of the Thirty-Fi... · 0 citations

Jul 2026

Structured Evidence Selection for Weakly Supervised Video Anomaly Detection

A Structured Evidence Selection framework (SESAD) that reformulates anomaly detection as a structured reasoning process over clip-level visual evidence and performs context-conditioned selection under scene and action constraints, thereby alleviating semantic entanglement under weak supervision.

Chenglizhao Chen, Tianxiang Nan, Wen Li et al. · arXiv.org · 0 citations