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variational inference

2069 papers

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Also known as

VI-NET VRNN VBI SVI VIBE VQ-VAE ADVI VARNET MCVI PARVI SAVI VI VAE VMP VB BBVI ELBO VIB

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

Bayesian inference on random simple graphs with power law degree distributions ICML 2017
Gauging Variational Inference NIPS 2017
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS 2017
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA JMLR 2017
Tomography of the London Underground: a Scalable Model for Origin-Destination Data NIPS 2017
Stochastic Recurrent Neural Network for Speech Recognition INTERSPEECH 2017
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS 2017
Scalable Variational Inference for Dynamical Systems NIPS 2017
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization EMNLP 2017
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS 2017
Variational Inference for Gaussian Process Models with Linear Complexity NIPS 2017
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders NIPS 2017
Variational Memory Addressing in Generative Models NIPS 2017
Learning Diverse Image Colorization CVPR 2017
Stacked Generative Adversarial Networks CVPR 2017
Variational Policy for Guiding Point Processes ICML 2017
A Conditional Variational Framework for Dialog Generation ACL 2017
Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis INTERSPEECH 2017
Tensor Decomposition with Missing Indices IJCAI 2017
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017
Age Progression/Regression by Conditional Adversarial Autoencoder CVPR 2017
Asynchronous Temporal Fields for Action Recognition CVPR 2017
A Lower Bound on the Partition Function of Attractive Graphical Models in the Continuous Case AISTATS 2017
Improving Variational Methods via Pairwise Linear Response Identities JMLR 2017