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cs.GR2026
DC-Motion: Decoupling Structure and Details via Discrete-Continuous Tokens for Human Motion Generation
Hequan Wang, Xuean Chen, Jiaxu Zhang +2
Text-to-motion generation requires modeling both global action structure and fine-grained motion dynamics from natural language. Existing approaches typically rely on either contin…
cs.CV2026
Unison: Harmonizing Motion, Speech, and Sound for Human-Centric Audio-Video Generation
Shihao Cheng, Jiaxu Zhang, Quanyue Song +6
Motion, speech, and sound effects are fundamental elements of human-centric videos, yet their heterogeneous temporal characteristics make joint generation highly challenging. Exist…
cs.CV2026
Uni-HOI:A Unified framework for Learning the Joint distribution of Text and Human-Object Interaction
Mengfei Zhang, Jinlu Zhang, Zhigang Tu
Modeling 4D human-object interaction (HOI) is a compelling challenge in computer vision and an essential technology powering virtual and mixed-reality applications. While existing…