variational inference

Stochastic Multiple Target Sampling Gradient Descent NeurIPS 2022 Structured Recognition for Generative Models with Explaining Away NeurIPS 2022 Structured Stochastic Gradient MCMC ICML 2022 Structured variational inference in Bayesian state-space models AISTATS 2022 Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks NeurIPS 2022 Surrogate Likelihoods for Variational Annealed Importance Sampling ICML 2022 Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data NeurIPS 2022 The Infinite Contextual Graph Markov Model ICML 2022 There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning EMNLP 2022 Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization NeurIPS 2022 Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NeurIPS 2022 Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022 Tractable Function-Space Variational Inference in Bayesian Neural Networks NeurIPS 2022 Trading off Utility, Informativeness, and Complexity in Emergent Communication NeurIPS 2022 Truncated proposals for scalable and hassle-free simulation-based inference NeurIPS 2022 Uncertainty Modeling in Generative Compressed Sensing ICML 2022 Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression CVPR 2022 VaiPhy: a Variational Inference Based Algorithm for Phylogeny NeurIPS 2022 Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias ICLR 2022 Variational Continual Proxy-Anchor for Deep Metric Learning AISTATS 2022 Variational Feature Pyramid Networks ICML 2022 Variational Gaussian Processes: A Functional Analysis View AISTATS 2022 Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion ICLR 2022 Variational Inference for Infinitely Deep Neural Networks ICML 2022 Variational Inference in high-dimensional linear regression JMLR 2022