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variational inference

2069 papers

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Also known as

VI

Co-occurring keywords

bayesian inference (1907) gaussian process (1200) generative model (2892) variational autoencoder (1288) latent variable model (564) probabilistic modeling (852) representation learning (6206) uncertainty quantification (1393) latent variable (541) approximate inference (253)

Papers

uniblock: Scoring and Filtering Corpus with Unicode Block Information EMNLP 2019
A Deep Factorization of Style and Structure in Fonts EMNLP 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation EMNLP 2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information IJCNLP 2019
Variational Bayes under Model Misspecification NIPS 2019
Amortized Bethe Free Energy Minimization for Learning MRFs NIPS 2019
Combining Generative and Discriminative Models for Hybrid Inference NIPS 2019
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019
Point-to-Point Video Generation ICCV 2019
Harmonizable mixture kernels with variational Fourier features AISTATS 2019
Switching Linear Dynamics for Variational Bayes Filtering ICML 2019
Learning Hawkes Processes from a handful of events NIPS 2019
Variational Russian Roulette for Deep Bayesian Nonparametrics ICML 2019
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow UAI 2019
Variational Inference MPC for Bayesian Model-based Reinforcement Learning CORL 2019
Variational Convolutional Neural Network Pruning CVPR 2019
Variational Bayesian Dropout With a Hierarchical Prior CVPR 2019
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring CVPR 2019
Variational Uncalibrated Photometric Stereo Under General Lighting ICCV 2019
A Generalization Bound for Online Variational Inference ACML 2019
Variational Inference from Ranked Samples with Features ACML 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation ACML 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation ACML 2019