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latent variable

541 papers

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Co-occurring keywords

variational autoencoder (1288) variational inference (2069) latent variable model (564) generative model (2892) graphical model (864) causal inference (1630) causal discovery (460) representation learning (6206) unsupervised learning (3264) dialogue generation (454)

Papers

Transformation of Markov Random Fields for Marginal Distribution Estimation CVPR 2015
Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015
Group Membership Prediction ICCV 2015
Multi-instance multi-label learning in the presence of novel class instances ICML 2015
Reified Context Models ICML 2015
Removing systematic errors for exoplanet search via latent causes ICML 2015
Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables ICCV 2015
Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015
Sensory Integration and Density Estimation NIPS 2014
Extracting Latent Structure From Multiple Interacting Neural Populations NIPS 2014
Estimating Latent-Variable Graphical Models using Moments and Likelihoods ICML 2014
Spectral Regularization for Max-Margin Sequence Tagging ICML 2014
Modeling Correlated Arrival Events with Latent Semi-Markov Processes ICML 2014
Latent Bandits. ICML 2014
Latent Confusion Analysis by Normalized Gamma Construction ICML 2014
Open Problem: Online Local Learning COLT 2014
Video Event Detection by Inferring Temporal Instance Labels CVPR 2014
Parsing Videos of Actions with Segmental Grammars CVPR 2014
DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting CVPR 2014
Efficient Nonlinear Markov Models for Human Motion CVPR 2014
Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014
Learning Latent Variable Gaussian Graphical Models ICML 2014
Online Bayesian Passive-Aggressive Learning ICML 2014
Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data ICML 2014
Decoupled Variational Gaussian Inference NIPS 2014