object-representation

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#object-representation

NoPA: Non-Parametric Online 3D Scene Graph Generation

Hugging Face Daily Papers · 2026-07-01 Cached

NoPA introduces a non-parametric distribution-based approach for real-time 3D scene graph generation, preserving geometric details using kernel density estimates and particle-based object representation, substantially outperforming current methods.

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#object-representation

Actionable World Representation

Hugging Face Daily Papers · 2026-05-18 Cached

WorldString is a neural architecture that models object state manifolds from point clouds or RGB-D video streams, serving as a foundational component for physical world models with differentiable structure for policy learning integration.

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