Author

Ze Xu

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Preprint Nov 2026

TaoMate-FVSR: Audio-Guided Facial Video Restoration

Low-quality facial videos suffer from missing fine details, while AI-generated videos may additionally contain implausible teeth and lip movements that do not match the speech. Restoring the mouth region is particularly challenging: enhancing existing details can preserve structural errors, whereas regenerating them ri...

Xin-Yang Li, Ze Xu, Jing-Na Sun et al. · 0 citations

Preprint Sep 2026

TBDub: Production-Oriented Visual Dubbing

A production-oriented extension of X-Dub that combines task-adaptive post-training with task-aware few-step distillation that improves lip-sync consistency, identity consistency, and visual quality over X-Dub and largely retains the Teacher's generation quality and audiovisual synchronization.

Bi-Han Li, Xin-Yang Li, Ze Xu et al. · 1 citation