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#human-motion News & Analysis

2 articles tagged with #human-motion. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 27/10
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Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization

Researchers propose a render-free framework for 3D-aware video diffusion models that uses compressed mesh tokens instead of 2D rendered guidance to control human motion in generated videos. By processing 3D geometric information directly alongside video tokens, the approach demonstrates improved performance on motion control tasks while reducing artifacts associated with traditional 2D guidance methods.

AIBullisharXiv – CS AI · Mar 34/103
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Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation

Researchers have developed DHVAE (Disentangled Hierarchical Variational Autoencoder), a new AI model for generating realistic 3D human-human interactions. The system uses hierarchical latent diffusion and contrastive learning to create physically plausible interactions while maintaining computational efficiency.