conftrace_

latent variable model

564 papers

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Also known as

LVM

Co-occurring keywords

variational inference (2069) latent variable (541) variational autoencoder (1288) gaussian process (1200) bayesian inference (1907) generative model (2892) expectation maximization (255) unsupervised learning (3264) probabilistic modeling (852) probabilistic model (476)

Papers

Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement ICCV 2019
Unsupervised Learning with Contrastive Latent Variable Models AAAI 2019
Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward AAAI 2019
Multilingual Factor Analysis ACL 2019
Boosting Entity Linking Performance by Leveraging Unlabeled Documents ACL 2019
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ACL 2019
Latent-Variable Generative Models for Data-Efficient Text Classification EMNLP 2019
Re-examination of the Role of Latent Variables in Sequence Modeling NIPS 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders NIPS 2019
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NIPS 2019
Planning with Goal-Conditioned Policies NIPS 2019
Deep Bayesian Natural Language Processing ACL 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching ACL 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ACL 2019
Latent Part-of-Speech Sequences for Neural Machine Translation EMNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
Adaptive Density Estimation for Generative Models NIPS 2019
Multiple Futures Prediction NIPS 2019
Statistical Model Aggregation via Parameter Matching NIPS 2019
Implicit Deep Latent Variable Models for Text Generation IJCNLP 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade ICML 2019
DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures ICML 2019
Scalable Bayesian Non-linear Matrix Completion IJCAI 2019
Variational Inference and Deep Generative Models ACL 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018