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cs.CV2025
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis
Xuehao Gao, Yang Yang, Shaoyi Du +2
As two intimate reciprocal tasks, scene-aware human motion synthesis and analysis require a joint understanding between multiple modalities, including 3D body motions, 3D scenes, a…
cs.CV2025
EigenActor: Variant Body-Object Interaction Generation Evolved from Invariant Action Basis Reasoning
Xuehao Gao, Yang Yang, Shaoyi Du +3
This paper explores a cross-modality synthesis task that infers 3D human-object interactions (HOIs) from a given text-based instruction. Existing text-to-HOI synthesis methods main…
cs.CV2024
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction
Xuehao Gao, Yang Yang, Yang Wu +2
Inferring 3D human motion is fundamental in many applications, including understanding human activity and analyzing one's intention. While many fruitful efforts have been made to h…