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Variational Inference

1,952 papers

Papers per year

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31
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Papers

Amortized Variational Inference with Graph Convolutional Networks for Gaussian Processes AISTATS 2019
Avoiding Latent Variable Collapse with Generative Skip Models AISTATS 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019
Doubly Semi-Implicit Variational Inference AISTATS 2019
Variance reduction properties of the reparameterization trick AISTATS 2019
Variational Noise-Contrastive Estimation AISTATS 2019
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference AISTATS 2019
Reparameterizing Distributions on Lie Groups AISTATS 2019
The LORACs Prior for VAEs: Letting the Trees Speak for the Data AISTATS 2019
Structured Neural Topic Models for Reviews AISTATS 2019
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification CONLL 2019
ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CONLL 2019
Pluralistic Image Completion CVPR 2019
Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction CVPR 2019
Information Maximizing Visual Question Generation CVPR 2019
Variational Convolutional Neural Network Pruning CVPR 2019
InverseRenderNet: Learning Single Image Inverse Rendering CVPR 2019
A Variational Auto-Encoder Model for Stochastic Point Processes CVPR 2019
Variational Bayesian Dropout With a Hierarchical Prior CVPR 2019
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders CVPR 2019
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model CVPR 2019
Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Variational Prototyping-Encoder: One-Shot Learning With Prototypical Images CVPR 2019
Disentangling Latent Hands for Image Synthesis and Pose Estimation CVPR 2019