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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

Flexible and accurate inference and learning for deep generative models NIPS 2018
Learning Disentangled Joint Continuous and Discrete Representations NIPS 2018
Dirichlet belief networks for topic structure learning NIPS 2018
Weighted Tensor Decomposition for Learning Latent Variables with Partial Data AISTATS 2018
Variational Autoregressive Decoder for Neural Response Generation EMNLP 2018
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling ICML 2018
A Variational Autoencoding Approach for Inducing Cross-lingual Word Embeddings IJCAI 2017
Neural Net Models of Open-domain Discourse Coherence EMNLP 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization EMNLP 2017
Detecting Perspectives in Political Debates EMNLP 2017
Robust Probabilistic Modeling with Bayesian Data Reweighting ICML 2017
Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks INTERSPEECH 2017
Experimental Design for Learning Causal Graphs with Latent Variables NIPS 2017
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings ACML 2017
Acoustic-to-Articulatory Mapping Based on Mixture of Probabilistic Canonical Correlation Analysis INTERSPEECH 2017
Image-to-Markup Generation with Coarse-to-Fine Attention ICML 2017
Coordinated Multi-Agent Imitation Learning ICML 2017
SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling ICML 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders ACL 2017
Automatic Differentiation Variational Inference JMLR 2017
Deep Dynamic Poisson Factorization Model NIPS 2017
Latent Variable Dialogue Models and their Diversity EACL 2017
A Practical Perspective on Latent Structured Prediction for Coreference Resolution EACL 2017
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML 2017
Coarse-to-Fine Question Answering for Long Documents ACL 2017