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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yifeng Lin

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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

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