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#4d-generation News & Analysis

2 articles tagged with #4d-generation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · May 296/10
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PhyGenHOI: Physically-Aware 4D Generation of Dynamic Human-Object Interactions

PhyGenHOI is a novel AI framework that generates physically accurate 4D dynamic scenes of humans interacting with objects based on text prompts. The system combines generative human motion models with physics-based object simulation using 3D Gaussian Splats, enabling realistic interactions like punching or kicking with proper momentum transfer and contact dynamics.

AIBullisharXiv – CS AI · May 126/10
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Geometric 4D Stitching for Grounded 4D Generation

Researchers introduce Geometric 4D Stitching, a novel framework that improves 4D scene generation by explicitly identifying and filling geometric gaps with geometrically consistent components. The method achieves efficient 4D scene reconstruction in under 10 minutes on consumer hardware while supporting iterative scene expansion and editing capabilities.

🏢 Nvidia