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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

Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Exact Inference for Integer Latent-Variable Models ICML 2017
Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017
Reference-Aware Language Models EMNLP 2017
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ACL 2017
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm NIPS 2016
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NIPS 2016
Modeling and Transforming Speech Using Variational Autoencoders INTERSPEECH 2016
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016
Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing JMLR 2016
Twin Model G-PLDA for Duration Mismatch Compensation in Text-Independent Speaker Verification INTERSPEECH 2016
“How Bullying is this Message?”: A Psychometric Thermometer for Bullying COLING 2016
Sequential Neural Models with Stochastic Layers NIPS 2016
UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation CVPR 2016
An Architecture for Deep, Hierarchical Generative Models NIPS 2016
Estimating Causal Effects with Ancestral Graph Markov Models PGM 2016
Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models ICML 2015
The Poisson Gamma Belief Network NIPS 2015
A Recurrent Latent Variable Model for Sequential Data NIPS 2015
Learning to Linearize Under Uncertainty NIPS 2015
BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions NIPS 2015
Copula variational inference NIPS 2015
Multiple Instance Learning for Soft Bags via Top Instances CVPR 2015
Learning with Relaxed Supervision NIPS 2015
Learning Structured Output Representation using Deep Conditional Generative Models NIPS 2015