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cs.CV2026

Self-Learning Expression Deformations for Data-Efficient Gaussian Avatars

Jiahao Yang, Xiaohang Yang, Qing Wang +3

Modeling dynamic facial expressions using 3D Gaussian representations remains challenging due to their unstructured nature. Conventional Gaussian avatar pipelines require extensive…

cs.CV2025

SegMo: Segment-aligned Text to 3D Human Motion Generation

Bowen Dang, Lin Wu, Xiaohang Yang +2

Generating 3D human motions from textual descriptions is an important research problem with broad applications in video games, virtual reality, and augmented reality. Recent method…

cs.CV2025

DanceChat: Large Language Model-Guided Music-to-Dance Generation

Qing Wang, Xiaohang Yang, Yilan Dong +3

Music-to-dance generation aims to synthesize human dance motion conditioned on musical input. Despite recent progress, significant challenges remain due to the semantic gap between…

cs.CV2025

STaR: Seamless Spatial-Temporal Aware Motion Retargeting with Penetration and Consistency Constraints

Xiaohang Yang, Qing Wang, Jiahao Yang +2

Motion retargeting seeks to faithfully replicate the spatio-temporal motion characteristics of a source character onto a target character with a different body shape. Apart from mo…

cs.CV2024

Adaptive Multi-Modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle Loss

Qifan Fu, Xiaohang Yang, Muhammad Asad +3

Diffusion models have shown their remarkable ability to synthesize images, including the generation of humans in specific poses. However, current models face challenges in adequate…