variational inference

Bayesian Transformer Using Disentangled Mask Attention Interspeech 2022 Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis NeurIPS 2022 Bi-Level Doubly Variational Learning for Energy-Based Latent Variable Models CVPR 2022 Black-box coreset variational inference NeurIPS 2022 CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022 CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models AISTATS 2022 COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence IJCAI 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 2022 Conditional Image Generation by Conditioning Variational Auto-Encoders ICLR 2022 Conditionally Tractable Density Estimation using Neural Networks AISTATS 2022 Connectome-constrained Latent Variable Model of Whole-Brain Neural Activity ICLR 2022 Constrained Variational Policy Optimization for Safe Reinforcement Learning ICML 2022 Continual Learning via Sequential Function-Space Variational Inference ICML 2022 Continual Repeated Annealed Flow Transport Monte Carlo ICML 2022 Contraction rates for sparse variational approximations in Gaussian process regression JMLR 2022 C-Planning: An Automatic Curriculum for Learning Goal-Reaching Tasks ICLR 2022 Decoupled Self-supervised Learning for Graphs NeurIPS 2022 Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection ICML 2022 Denoising Diffusion Restoration Models NeurIPS 2022 Differentiable Bayesian inference of SDE parameters using a pathwise series expansion of Brownian motion AISTATS 2022 Differentiable Causal Discovery Under Latent Interventions CLeaR 2022 Differentiable DAG Sampling ICLR 2022 Differentiable Expectation-Maximization for Set Representation Learning ICLR 2022 Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound PGM 2022