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variational inference

2069 papers

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VI

Co-occurring keywords

bayesian inference (1904) gaussian process (1198) generative model (2889) variational autoencoder (1282) latent variable model (564) probabilistic modeling (851) representation learning (6174) uncertainty quantification (1365) latent variable (541) approximate inference (253)

Papers

A Deep Factorization of Style and Structure in Fonts IJCNLP 2019
Pathwise Derivatives for Multivariate Distributions AISTATS 2019
Resampled Priors for Variational Autoencoders AISTATS 2019
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders IJCNLP 2019
Dependency Grammar Induction with a Neural Variational Transition-Based Parser AAAI 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders NIPS 2019
Variational Prototyping-Encoder: One-Shot Learning With Prototypical Images CVPR 2019
Scalable Training of Inference Networks for Gaussian-Process Models ICML 2019
Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems ICML 2019
Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019
Good Initializations of Variational Bayes for Deep Models ICML 2019
Hybrid Models with Deep and Invertible Features ICML 2019
Variational Hierarchical User-based Conversation Model EMNLP 2019
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019
A Contrastive Divergence for Combining Variational Inference and MCMC ICML 2019
Language Modeling with Shared Grammar ACL 2019
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ACL 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019
Compound Probabilistic Context-Free Grammars for Grammar Induction ACL 2019
Information Maximizing Visual Question Generation CVPR 2019
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model CVPR 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019
Variational Information Planning for Sequential Decision Making AISTATS 2019