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kalman filtering

17 papers

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Also known as

KF

Co-occurring keywords

kalman filter (80) bayesian inference (1907) gaussian process (1200) state space model (390) deep neural network (1803) variational inference (2069) online learning (1777) state-space model (153) recurrent neural network (1790) pose estimation (1013)

Papers

CoRE-Learning with Look-Ahead and Immediate Resource Allocation AAAI 2026
Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos NIPS 2024
Markovian Gaussian Process Variational Autoencoders ICML 2023
Kalman Bayesian Neural Networks for Closed-Form Online Learning AAAI 2023
Clock Skew Robust Acoustic Echo Cancellation INTERSPEECH 2022
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments INTERSPEECH 2022
Fast Stochastic Kalman Gradient Descent for Reinforcement Learning L4DC 2021
Sample Complexity of Kalman Filtering for Unknown Systems L4DC 2020
Subband Kalman Filtering with DNN Estimated Parameters for Speech Enhancement INTERSPEECH 2020
KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering CVPR 2020
Kalman Normalization: Normalizing Internal Representations Across Network Layers NIPS 2018
Infinite-Horizon Gaussian Processes NIPS 2018
State Space Methods for Efficient Inference in Student-t Process Regression AISTATS 2015
A Linear Dynamical System Model for Text ICML 2015
Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012
A Neural Implementation of the Kalman Filter NIPS 2009
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models NIPS 2006