conftrace_

particle filter

86 papers

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Also known as

PF

Co-occurring keywords

bayesian inference (1907) sequential monte carlo (90) state estimation (113) state-space model (153) markov chain monte carlo (725) belief state (75) object tracking (557) particle filtering (28) visual tracking (196) partially observable markov decision process (178)

Papers

Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NIPS 2014
Asynchronous Anytime Sequential Monte Carlo NIPS 2014
Thompson Sampling for Complex Online Problems ICML 2014
Preserving Modes and Messages via Diverse Particle Selection ICML 2014
Efficient Nonlinear Markov Models for Human Motion CVPR 2014
Non-Parametric Bayesian Constrained Local Models CVPR 2014
Articulated Pose Estimation via Over-parametrization and Noise Projection RSS 2014
Efficient Continuous-Time Markov Chain Estimation ICML 2014
Region-based Particle Filter for Video Object Segmentation CVPR 2014
Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking CVPR 2014
A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions CVPR 2014
LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series AISTATS 2014
Filtering with Abstract Particles ICML 2014
The Extended Parameter Filter ICML 2013
Slice Sampling Particle Belief Propagation ICCV 2013
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC NIPS 2013
Dynamic Covariance Models for Multivariate Financial Time Series ICML 2013
Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities CVPR 2013
Audio-based Relative Positioning System for Multiple Micro Air Vehicle Systems RSS 2013
Online Robust Non-negative Dictionary Learning for Visual Tracking ICCV 2013
Tracking via Robust Multi-task Multi-view Joint Sparse Representation ICCV 2013
Entangled Monte Carlo NIPS 2012
Towards Persistent Localization and Mapping with a Continuous Appearance-based Topology RSS 2012
Ancestor Sampling for Particle Gibbs NIPS 2012
A Marginalized Particle Gaussian Process Regression NIPS 2012