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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

CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive Flow ACML 2020
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs ICML 2020
Semi-supervised Sequential Generative Models UAI 2020
Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations NIPS 2020
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation EMNLP 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020
Tensors over Semirings for Latent-Variable Weighted Logic Programs ACL 2020
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity NIPS 2020
Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables JMLR 2020
Posterior Control of Blackbox Generation ACL 2020
Zero-Resource Knowledge-Grounded Dialogue Generation NIPS 2020
Applications of Common Entropy for Causal Inference NIPS 2020
Learning Agent Representations for Ice Hockey NIPS 2020
Multi-Speaker Emotion Conversion via Latent Variable Regularization and a Chained Encoder-Decoder-Predictor Network INTERSPEECH 2020
Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020
Learning Restricted Boltzmann Machines with Sparse Latent Variables NIPS 2020
Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020
Auto-Encoding Twin-Bottleneck Hashing CVPR 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence ACL 2020
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling EMNLP 2020
Appraisal Theories for Emotion Classification in Text COLING 2020
Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation COLING 2020
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model CVPR 2020
Semi-supervised Autoencoding Projective Dependency Parsing COLING 2020
Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020