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Bayesian Inference

5,566 papers

Papers per year

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100
176
522
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Papers

Real-time Simultaneous Pose and Shape Estimation for Articulated Objects Using a Single Depth Camera CVPR 2014
A Novel Chamfer Template Matching Method Using Variational Mean Field CVPR 2014
A Hierarchical Context Model for Event Recognition in Surveillance Video CVPR 2014
From Stochastic Grammar to Bayes Network: Probabilistic Parsing of Complex Activity CVPR 2014
A Bayesian Framework For the Local Configuration of Retinal Junctions CVPR 2014
Bayesian Active Appearance Models CVPR 2014
Online Object Tracking, Learning and Parsing with And-Or Graphs CVPR 2014
Region-based Particle Filter for Video Object Segmentation CVPR 2014
Visual Tracking via Probability Continuous Outlier Model CVPR 2014
Interval Tracker: Tracking by Interval Analysis CVPR 2014
Bayesian View Synthesis and Image-Based Rendering Principles CVPR 2014
Aerial Reconstructions via Probabilistic Data Fusion CVPR 2014
Ground Plane Estimation using a Hidden Markov Model CVPR 2014
Thompson Sampling for Complex Online Problems ICML 2014
Fast Allocation of Gaussian Process Experts ICML 2014
Von Mises-Fisher Clustering Models ICML 2014
Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget ICML 2014
Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis ICML 2014
Robust RegBayes: Selectively Incorporating First-Order Logic Domain Knowledge into Bayesian Models ICML 2014
Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts ICML 2014
Online Bayesian Passive-Aggressive Learning ICML 2014
Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach ICML 2014
Agnostic Bayesian Learning of Ensembles ICML 2014
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014
Efficient Continuous-Time Markov Chain Estimation ICML 2014