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Variational Inference

1946 directly classified papers

Papers per year

Papers

Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Learning Latent Representations for Speech Generation and Transformation INTERSPEECH 2017
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization NIPS 2017
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms NIPS 2017
Perturbative Black Box Variational Inference NIPS 2017
Scalable Variational Inference for Dynamical Systems NIPS 2017
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS 2017
Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis INTERSPEECH 2017
Stochastic Recurrent Neural Network for Speech Recognition INTERSPEECH 2017
Variational Recurrent Neural Networks for Speech Separation INTERSPEECH 2017
Tied Variational Autoencoder Backends for i-Vector Speaker Recognition INTERSPEECH 2017
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2017
Variational Inference for Gaussian Process Models with Linear Complexity NIPS 2017
Age Progression/Regression by Conditional Adversarial Autoencoder CVPR 2017
Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation CVPR 2017
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR 2017
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning NIPS 2017
Toward Controlled Generation of Text ICML 2017
A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI ICML 2017
Bottleneck Conditional Density Estimation ICML 2017
Factorized Variational Autoencoders for Modeling Audience Reactions to Movies CVPR 2017
Neural Variational Inference and Learning in Undirected Graphical Models NIPS 2017
Neural Discrete Representation Learning NIPS 2017
Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017
G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition CVPR 2017