Rauch--Tung--Striebel
PulseAugur coverage of Rauch--Tung--Striebel — every cluster mentioning Rauch--Tung--Striebel across labs, papers, and developer communities, ranked by signal.
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New model tackles informative missing data in time series forecasting
Researchers have developed a new statistical model, MNAR-LDS, designed to handle missing data in time series, particularly in traffic forecasting systems. This model accounts for 'information blackouts' where data loss …
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MotionSync system enhances autonomous driving 3D perception with label-efficient tracking
Researchers have developed MotionSync, a novel system designed to improve the efficiency and accuracy of 3D perception for autonomous driving. This system separates causal tracking from non-causal refinement, allowing a…
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New Bryson-Frazier smoother enhances Gaussian Process regression stability
Researchers have developed a modified Bryson-Frazier (MBF) smoother for temporal Gaussian Process regression. This method offers a more numerically stable alternative to the Rauch-Tung-Striebel (RTS) smoother by avoidin…
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New hybrid framework learns physics ODEs with neural networks
Researchers have developed a novel hybrid framework that combines neural networks with physics-based ordinary differential equations (ODEs) to model dynamical systems. This method is particularly useful when some ODE co…