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bayesian filtering

13 papers

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Co-occurring keywords

gaussian process (1200) uncertainty quantification (1393) gaussian processes (89) particle filtering (28) bayesian inference (1907) exchangeable decomposition (1) optimal inference (1) lifted inference (46) optimal encoding (3) thompson sampling (237)

Papers

Recurrent Neural Networks and Universal Approximation of Bayesian Filters AISTATS 2023
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation NIPS 2022
Bayesian filtering unifies adaptive and non-adaptive neural network optimization methods NIPS 2020
Generalised Bayesian Filtering via Sequential Monte Carlo NIPS 2020
Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera CVPR 2019
Lifted Filtering via Exchangeable Decomposition IJCAI 2018
Prediction under Uncertainty in Sparse Spectrum Gaussian Processes with Applications to Filtering and Control ICML 2017
Reactive bandits with attitude AISTATS 2015
rCRF: Recursive Belief Estimation over CRFs in RGB-D Activity Videos RSS 2015
Real-Time Joint Estimation of Camera Orientation and Vanishing Points CVPR 2015
A Marginalized Particle Gaussian Process Regression NIPS 2012
Analytical Results for the Error in Filtering of Gaussian Processes NIPS 2011
A Neural Implementation of the Kalman Filter NIPS 2009