Author

Di Yang

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#artificial intelligence Preprint Sep 2026

Harnessing Coupled Stream Completion For Human-Object Interaction Modeling

Text-conditioned human-object interaction (HOI) generation requires body motion, object trajectories&rotations, and hand articulation to remain coordinated. These components differ in scale and dynamics, but must agree on contact, relative pose, and timing. A shared representation may limit the distinct structure of ea...

Da-Wei Guan, Di Yang, Jiang-Tao Wang · 0 citations

Preprint Aug 2026

MASQ: Mask-Aware Spatiotemporal Quantization for Unsupervised Skeleton Action Segmentation

A novel Mask-aware Action Spatiotemporal Quantization framework that decouples the conflicting tasks of spatial feature inference and temporal smoothing, and establishes a comprehensive and substantial leading advantage in the Mean over Frames accuracy.

Xingchen Qin, Lin-Xiang Peng, You-Bao Ye et al. · 0 citations