Author

Xin-Wei Jiang

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Preprint Aug 2026

SubtleTalk: Generating Controllable Weakly-correlated Facial Dynamics for 3D Talking Heads via Residual Flow Matching

This work proposes SubtleTalk, a framework for generating natural and controllable weakly correlated facial dynamics via multi-condition modeling and residual flow matching, and constructs SubtleTalk-Face, a large-scale 3D facial animation dataset comprising about 3,900 identities and 74 hours of data.

Chenyang Ding, Shuai Tan, Qunfen Lin et al. · 0 citations

Book Open access Jul 2026

Deep Motion Warping via Phase-Conditioned Diffusion Autoencoder

Motion warping is a core technique in character animation that enables the adaptation of existing motion data to novel spatio-temporal constraints. Conventional motion warping methods often rely on heuristic modifications that can violate physical consistency or introduce visual artifacts. More recent learning-based ed...

Bowen Zheng, Linjun Wu, Xinwei Jiang et al. · International Conference on... · 0 citations