DLGStream introduces dual-opacity dynamic language Gaussians and an interpolation deformation field to enable language-embedded FVV streaming at 43 KB per frame with improved open-vocabulary segmentation and reconstruction quality.
arXiv preprint arXiv:2503.13435 (2025)
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UNICA unifies motion planning, rigging, physical simulation, and rendering into a single skeleton-free neural framework that produces next-frame 3D avatar geometry from action inputs and renders it with Gaussian splatting.
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DLGStream: Dynamic Language-embedded Guassian Splatting for Open-vocabulary Enabled Free-viewpoint Video Streaming
DLGStream introduces dual-opacity dynamic language Gaussians and an interpolation deformation field to enable language-embedded FVV streaming at 43 KB per frame with improved open-vocabulary segmentation and reconstruction quality.
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UNICA: A Unified Neural Framework for Controllable 3D Avatars
UNICA unifies motion planning, rigging, physical simulation, and rendering into a single skeleton-free neural framework that produces next-frame 3D avatar geometry from action inputs and renders it with Gaussian splatting.