ENTITY
Sonata
Sonata
PulseAugur coverage of Sonata — every cluster mentioning Sonata across labs, papers, and developer communities, ranked by signal.
Total · 30d
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Releases · 30d
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Papers · 30d
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SENTIMENT · 30D
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RECENT · PAGE 1/1 · 2 TOTAL
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Vernata framework enhances LiDAR point cloud learning with self-supervision
Researchers have developed Vernata, a new self-supervised learning framework designed to improve deep learning models for LiDAR point clouds. This framework extends the Sonata architecture with sparse view augmentation,…
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Sonata hybrid world model learns kinematics from scarce clinical data
Researchers have developed Sonata, a compact hybrid world model designed for learning kinematic representations from limited clinical data. This 3.77 million parameter model was pre-trained on a large corpus of public d…