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Author

Yan Zhou

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Preprint Aug 2026

EmotionDialogCN: A Spontaneous Multimodal Dataset for Mandarin Emotional Dialogue

EmotionDialogCN is introduced, a large-scale audiovisual-emotional dataset designed to capture authentic face-to-face communication and achieves an emotion distribution deviation from real human emotion statistics and consistent subject framing, translating into stable unimodal and multimodal performance across acousti...

Yi Zheng, Yifan Xu, Yan Zhou et al. · 0 citations
Jul 2026

TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting

This work proposes TARS, a 3D-free video re-shooting paradigm that provides more accurate and temporally consistent camera control than prior methods, and introduces self-supervised training to learn camera dynamics and fundamental visual representations without paired re-shooting data or 3D reconstruction.

Jiwen Liu, Shujuan Li, Xiaohan Li et al. · 0 citations
Jul 2026

Vera: Identity-Faithful Human Subject-to-Video Generation

Vera is proposed, a unified human-centric S2V framework for single- and multi- person generation that improves human identity consistency, multi-person subject binding, and motion naturalness, while reducing identity confusion and excessive reference-image copying.

Yulong Xu, Xinyue Liu, Shujuan Li et al. · 0 citations
Preprint Aug 2026

Motion Beyond Morphology: Bootstrapping Cross-Category Motion Transfer from Abstract Motion Representations

Video motion transfer aims to animate a target object using dynamics from a reference video. Existing formulations largely rely on fixed structural correspondence, which becomes ill-defined when reference and target objects differ substantially in morphology, articulation, or deformation mechanisms. We introduce Motion...

Zhixue Fang, Zhimin Zhang, Bi'an Du et al. · 0 citations

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