Author

Tie-Song Zhao

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Preprint Aug 2026

Revisiting the Current Frame: Physical-Trace-Guided Network Output Correction for Video Restoration

This work proposes ANCHOR, a model-agnostic framework that revisits the low-quality current frame as a temporally aligned anchor for video restoration correction, and estimates a spatial trust field from heterogeneous physical-trace evidence and adaptively balances the restoration proposal with the original observation...

Yifeng Lin, Liu-Xiang Qiu, Guang-Min Ren et al. · 0 citations

Conference Open access Sep 2026

Syntactic Structure-Guided Visual Grounding with Subject-Centric Feature Enhancement and Verification

This work designs a semantic structure-based feature refinement module to adaptively modulate subject-centric and contextual visual features and incorporates a visual semantic consistency verification module, which leverages a subject-aware contrastive learning strategy to constrain and verify the semantic corresponden...

Jie-Peng Cai, Zhen Xu, Tie-Song Zhao et al. · Proceedings of the Thirty-Fi... · 0 citations