Audio-driven lip synchronization manipulates the mouth region of a talking-face video to match the driving audio while preserving head pose, identity, and background. Although the task is inherently local editing, prevailing approaches reconstruct the entire lower face with heavy GAN- or diffusion-based decoders, incur...
Fa-Ting Hong, Runzheng Liu, Luchuan Song et al.· 1 citation
Real-world observations of deformable objects are often sparse or surface-level, while downstream tasks require hidden physical quantities such as internal deformation, stress fields, and interaction forces. Physics-based simulation can recover these quantities, but online real-to-sim adaptation remains challenging due...
Zhi-Hao Cen, Chuhua Xian, Hai-Lin Sun et al.· 1 citation
This work proposes a novel deep SSL framework that enhances label propagation using tensor-based similarity, enabling the modeling of high-order relationships among multiple samples, and significantly enhances the prediction performance from limited labeled data in the HDLSS setting.
Hongmin Cai, Jiali Sun, Fei Qi et al.· IEEE Transactions on Neural...· 0 citations
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