← Keywords

variational inference

2069 papers

Explore in graph

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

A Flexible Diffusion Model ICML 2023
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making NIPS 2023
Max-Sliced Mutual Information NIPS 2023
Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023
Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023
Monotonic Alpha-divergence Minimisation for Variational Inference JMLR 2023
ARTree: A Deep Autoregressive Model for Phylogenetic Inference NIPS 2023
Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing NIPS 2023
Perceptual Improvement of Deep Neural Network (DNN) Speech Coder Using Parametric and Non-parametric Density Models INTERSPEECH 2023
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics NIPS 2023
Generative Label Enhancement with Gaussian Mixture and Partial Ranking AAAI 2023
Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition AISTATS 2023
Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables JMLR 2023
Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization CVPR 2023
The Bayesian Learning Rule JMLR 2023
Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023
Bayesian Posterior Approximation With Stochastic Ensembles CVPR 2023
Scalable marked point processes for exchangeable and non-exchangeable event sequences AISTATS 2023
Stein $\Pi$-Importance Sampling NIPS 2023
VRA: Variational Rectified Activation for Out-of-distribution Detection NIPS 2023
Langevin Diffusion Variational Inference AISTATS 2023
Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision AISTATS 2023
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023
Variational Inference for Neyman-Scott Processes AISTATS 2023