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Bayesian & Probabilistic

4,335 papers (2 classified directly here)

Subtopics

Probabilistic Modeling (2,599) Bayesian Learning (1,663) Bayesian Inference (523) Variational Inference (107) Gaussian Processes (6) Bayesian Networks (5)

Papers per year

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Papers (including subtopics)

A recursive estimate for the predictive likelihood in a topic model AISTATS 2013
Completeness Results for Lifted Variable Elimination AISTATS 2013
Collapsed Variational Bayesian Inference for Hidden Markov Models AISTATS 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
Bayesian Grammar Learning for Inverse Procedural Modeling CVPR 2013
Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization CVPR 2013
Multi-class Video Co-segmentation with a Generative Multi-video Model CVPR 2013
Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition CVPR 2013
Bayesian Depth-from-Defocus with Shading Constraints CVPR 2013
A Joint Model for 2D and 3D Pose Estimation from a Single Image CVPR 2013
Social Role Discovery in Human Events CVPR 2013
Understanding Bayesian Rooms Using Composite 3D Object Models CVPR 2013
Exploiting the Power of Stereo Confidences CVPR 2013
Latent Task Adaptation with Large-Scale Hierarchies ICCV 2013
Manipulation Pattern Discovery: A Nonparametric Bayesian Approach ICCV 2013
Latent Data Association: Bayesian Model Selection for Multi-target Tracking ICCV 2013
A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013
Inferring "Dark Matter" and "Dark Energy" from Videos ICCV 2013
Active Visual Recognition with Expertise Estimation in Crowdsourcing ICCV 2013
Characterizing Layouts of Outdoor Scenes Using Spatial Topic Processes ICCV 2013
Hidden Factor Analysis for Age Invariant Face Recognition ICCV 2013
Semantically-Based Human Scanpath Estimation with HMMs ICCV 2013
Learning the Visual Interpretation of Sentences ICCV 2013
A Unified Probabilistic Approach Modeling Relationships between Attributes and Objects ICCV 2013
Learning Slow Features for Behaviour Analysis ICCV 2013