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Yuxuan Chen

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#artificial intelligence Preprint Oct 2026

LociArt: A Unified Paradigm for Free-Style Local Video Stylization

Video stylization typically transforms entire scenes, while local artistic editing requires precise region--style association, spatial control, and temporal consistency. We introduce LociArt, a unified paradigm for free-style local video stylization that explicitly specifies where to stylize and what style to apply whi...

Yuxuan Chen, Feng Xie, Jia-Gao Hu et al. · 0 citations
Preprint Sep 2026

TV-AudioRemover: Joint Text-Visual Guided Sound Removal with Multi-Task Hard-Mixture Curriculum

Visual object removal can eliminate a target from video frames, yet its acoustic trace persists in the soundtrack, causing obvious audio-visual inconsistency. Existing video inpainting models operate solely on pixels, while audio editing models, especially for the sound removal task, are typically driven by text and th...

Xin-Yue Guo, Jian-Xuan Yang, Dai-Guo Zhou et al. · 0 citations
Preprint Sep 2026

TV-AudioRemover: Joint Text-Visual Guided Sound Removal with Multi-Task Hard-Mixture Curriculum

Visual object removal can eliminate a target from video frames, yet its acoustic trace persists in the soundtrack, causing obvious audio-visual inconsistency. Existing video inpainting models operate solely on pixels, while audio editing models, especially for the sound removal task, are typically driven by text and th...

Xin-Yue Guo, Jian-Xuan Yang, Dai-Guo Zhou et al. · 0 citations

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