variational inference

A Continuous Time Framework for Discrete Denoising Models NeurIPS 2022 ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models ICLR 2022 A Deep Variational Approach to Clustering Survival Data ICLR 2022 Adversarial Interpretation of Bayesian Inference ALT 2022 A Joint Learning Approach for Semi-supervised Neural Topic Modeling ACL 2022 Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NeurIPS 2022 Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data CLeaR 2022 Amortized Inference for Causal Structure Learning NeurIPS 2022 An Optimization-centric View on Bayes' Rule: Reviewing and Generalizing Variational Inference JMLR 2022 A Personalized Dialogue Generator with Implicit User Persona Detection COLING 2022 Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022 A Probabilistic Graphical Model Based on Neural-Symbolic Reasoning for Visual Relationship Detection CVPR 2022 AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022 A Sparsity-promoting Dictionary Model for Variational Autoencoders Interspeech 2022 AUTM flow: atomic unrestricted time machine for monotonic normalizing flows UAI 2022 AutoIP: A United Framework to Integrate Physics into Gaussian Processes ICML 2022 A Variational Bayesian Method for Similarity Learning in Non-Rigid Image Registration CVPR 2022 A Variational Edge Partition Model for Supervised Graph Representation Learning NeurIPS 2022 AVAST: Attentive Variational State Tracker in a Reinforced Navigator AACL 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022 BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian Fine-tuning ACML 2022 Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes AISTATS 2022 Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How ICLR 2022 Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes JMLR 2022 Bayesian Nonparametrics for Offline Skill Discovery ICML 2022