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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

Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice NIPS 2020
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior AAAI 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020
Triad Constraints for Learning Causal Structure of Latent Variables NIPS 2019
Entity Decisions in Neural Language Modelling: Approaches and Problems NAACL 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables EMNLP 2019
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification NAACL 2019
A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering EMNLP 2019
Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series MLHC 2019
Invariant-Equivariant Representation Learning for Multi-Class Data ICML 2019
Neural Separation of Observed and Unobserved Distributions ICML 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering IJCNLP 2019
Variational Autoencoder with Implicit Optimal Priors AAAI 2019
Exclusivity Graph Approach to Instrumental Inequalities UAI 2019
Ising Models with Latent Conditional Gaussian Variables ALT 2019
Learning Models from Data with Measurement Error: Tackling Underreporting ICML 2019
Compound Probabilistic Context-Free Grammars for Grammar Induction ACL 2019
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ACL 2019
Syntax-Infused Variational Autoencoder for Text Generation ACL 2019
Look Ma, No Latent Variables: Accurate Cutset Networks via Compilation ICML 2019
Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography ICML 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
InfoVAE: Balancing Learning and Inference in Variational Autoencoders AAAI 2019