Variational Inference

Training Deep Energy-Based Models with f-Divergence Minimization ICML 2020 Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis Interspeech 2020 Tree-Structured Neural Topic Model ACL 2020 Trust-Region Variational Inference with Gaussian Mixture Models JMLR 2020 UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders CVPR 2020 Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End CVPR 2020 Uncertainty-Aware Deep Classifiers Using Generative Models AAAI 2020 Understanding the Limitations of Variational Mutual Information Estimators ICLR 2020 Unsupervised Acoustic Unit Representation Learning for Voice Conversion Using WaveNet Auto-Encoders Interspeech 2020 Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages Interspeech 2020 Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control NeurIPS 2020 Unsupervised Model Selection for Variational Disentangled Representation Learning ICLR 2020 User-Dependent Neural Sequence Models for Continuous-Time Event Data NeurIPS 2020 VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data NeurIPS 2020 Validated Variational Inference via Practical Posterior Error Bounds AISTATS 2020 VarGrad: A Low-Variance Gradient Estimator for Variational Inference NeurIPS 2020 Variance Reduction and Quasi-Newton for Particle-Based Variational Inference ICML 2020 Variational Amodal Object Completion NeurIPS 2020 Variational Autoencoders and Nonlinear ICA: A Unifying Framework AISTATS 2020 Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities ICLR 2020 Variational Autoencoders with Riemannian Brownian Motion Priors ICML 2020 Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution COLING 2020 Variational Bayesian Quantization ICML 2020 Variational Bayesian Unlearning NeurIPS 2020 Variational Context-Deformable ConvNets for Indoor Scene Parsing CVPR 2020