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probabilistic model

476 papers

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Co-occurring keywords

probabilistic modeling (852) bayesian inference (1907) variational inference (2069) generative model (2892) latent variable model (564) unsupervised learning (3264) uncertainty quantification (1393) topic modeling (461) expectation maximization (255) latent variable (541)

Papers

Monocular 3D Object Detection for Autonomous Driving CVPR 2016
Latent Point Process Allocation AISTATS 2016
Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016
Fast Inference for Interactive Models of Text COLING 2016
Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016
Collapsed Variational Inference for Sum-Product Networks ICML 2016
The Sum-Product Theorem: A Foundation for Learning Tractable Models ICML 2016
Efficient Grounding of Abstract Spatial Concepts for Natural Language Interaction with Robot Manipulators RSS 2016
Disease Trajectory Maps NIPS 2016
DISCO Nets : DISsimilarity COefficients Networks NIPS 2016
The Generalized Reparameterization Gradient NIPS 2016
Beyond Exchangeability: The Chinese Voting Process NIPS 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks NIPS 2016
Robust Visual Place Recognition With Graph Kernels CVPR 2016
Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data MLHC 2016
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016
Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information AISTATS 2016
Exploring Differential Topic Models for Comparative Summarization of Scientific Papers COLING 2016
Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016
Tractable Learning for Complex Probability Queries NIPS 2015
Secrets of GrabCut and Kernel K-Means ICCV 2015
Probabilistic Appearance Models for Segmentation and Classification ICCV 2015
Ordinal Mixed Membership Models ICML 2015
A Probabilistic Model for Dirty Multi-task Feature Selection ICML 2015