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

Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders ACL 2017
Tensor Decomposition with Missing Indices IJCAI 2017
Latent Variable Dialogue Models and their Diversity EACL 2017
Latent Intention Dialogue Models ICML 2017
High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017
Exact Inference for Integer Latent-Variable Models ICML 2017
Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017
Gaussian process based nonlinear latent structure discovery in multivariate spike train data NIPS 2017
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS 2017
Z-Forcing: Training Stochastic Recurrent Networks NIPS 2017
Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis INTERSPEECH 2017
Variational Recurrent Neural Networks for Speech Separation INTERSPEECH 2017
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS 2017
Hierarchical Methods of Moments NIPS 2017
ShapeOdds: Variational Bayesian Learning of Generative Shape Models CVPR 2017
Piecewise Latent Variables for Neural Variational Text Processing EMNLP 2017
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models NIPS 2017
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS 2017
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models NIPS 2017
On the Optimization Landscape of Tensor Decompositions NIPS 2017
Analyzing Tensor Power Method Dynamics in Overcomplete Regime JMLR 2017
Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling JMLR 2017
Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences IJCNLP 2017
Dynamic Word Embeddings ICML 2017