conftrace_

switching linear dynamical system

12 papers

Explore in graph

Also known as

SLDS

Co-occurring keywords

state space model (390) state-space model (153) narrative modeling (4) gaussian sum filter (2) nonlinear dynamics (46) neural population (44) gibbs sampling (201) gaussian sum smoother (2) kalman filter (80) time series (435)

Papers

Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NIPS 2024
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Generating Narrative Text in a Switching Dynamical System CONLL 2020
Hierarchical Decomposition of Nonlinear Dynamics and Control for System Identification and Policy Distillation L4DC 2020
Generating Narrative Text in a Switching Dynamical System EMNLP 2020
Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations NIPS 2020
Deep Rao-Blackwellised Particle Filters for Time Series Forecasting NIPS 2020
Bayesian Learning and Inference in Recurrent Switching Linear Dynamical Systems AISTATS 2017
Latent Data Association: Bayesian Model Selection for Multi-target Tracking ICCV 2013
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NIPS 2008
Expectation Correction for Smoothed Inference in Switching Linear Dynamical Systems JMLR 2006
A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems NIPS 2006