conftrace_

state space model

390 papers

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Also known as

SSM SSMS

Co-occurring keywords

semantic segmentation (3186) sequence modeling (288) state-space model (153) attention mechanism (4001) variational inference (2069) image restoration (1517) image classification (1944) mamba architecture (35) 3d vision (1098) gaussian process (1200)

Papers

Computationally Efficient Bayesian Learning of Gaussian Process State Space Models AISTATS 2016
State Space Methods for Efficient Inference in Student-t Process Regression AISTATS 2015
JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 2015
Explicit Link Between Periodic Covariance Functions and State Space Models AISTATS 2014
Multilinear Dynamical Systems for Tensor Time Series NIPS 2013
Approximate inference in latent Gaussian-Markov models from continuous time observations NIPS 2013
A Marginalized Particle Gaussian Process Regression NIPS 2012
Switch-Reset Models : Exact and Approximate Inference AISTATS 2011
Directional Statistics on Permutations AISTATS 2011
Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NIPS 2010
Forecasting Web Page Views: Methods and Observations JMLR 2008
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NIPS 2008
A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems NIPS 2006
Particle Filtering for Nonparametric Bayesian Matrix Factorization NIPS 2006
Blind Source Recovery: A Framework in the State Space JMLR 2003