The work augments pose-conditioned 3D Gaussian avatars with a residual latent evolved by a transformer decoder that decomposes updates into driving, restoring, and dissipative forces to produce history-dependent, temporally coherent full-body animations.
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7 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
representative citing papers
Scaling motion tracking models along size, data volume, and compute produces a foundation model for natural, robust humanoid whole-body control with downstream uses in kinematic planning and vision-language-action models.
Optimization-based weighted registration of SMPL to noisy mmWave point clouds with foot-ground and pose constraints extracts anthropometric measurements contactlessly through clothing.
SmoCap performs unified scale-pose canonicalization for motion capture by solving constrained trust-region QPs with analytical proxy-mapped Jacobians in a sparse control subspace.
ShowMak3r reconstructs dynamic TV show scenes from video using 3D actor localization, shot matching, and expression fitting to enable new camera views and scene edits.
citing papers explorer
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Latent Dynamics for Full Body Avatar Animation
The work augments pose-conditioned 3D Gaussian avatars with a residual latent evolved by a transformer decoder that decomposes updates into driving, restoring, and dissipative forces to produce history-dependent, temporally coherent full-body animations.
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SONIC: Supersizing Motion Tracking for Natural Humanoid Whole-Body Control
Scaling motion tracking models along size, data volume, and compute produces a foundation model for natural, robust humanoid whole-body control with downstream uses in kinematic planning and vision-language-action models.
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Millimeter-wave Imaging for Anthropometric Body Measurement
Optimization-based weighted registration of SMPL to noisy mmWave point clouds with foot-ground and pose constraints extracts anthropometric measurements contactlessly through clothing.
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SmoCap: Unified Scale-Pose Canonicalization with Proxy-Mapped Trust-Region QP
SmoCap performs unified scale-pose canonicalization for motion capture by solving constrained trust-region QPs with analytical proxy-mapped Jacobians in a sparse control subspace.
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ShowMak3r: Compositional TV Show Reconstruction
ShowMak3r reconstructs dynamic TV show scenes from video using 3D actor localization, shot matching, and expression fitting to enable new camera views and scene edits.
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- Non-intrusive Body Composition Assessment from Full-body mmWave Scans