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Variational Inference

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TitleStatusHype
VIME: Variational Information Maximizing ExplorationCode0
Population Empirical BayesCode0
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
Wide Mean-Field Bayesian Neural Networks Ignore the DataCode0
Stein ICP for Uncertainty Estimation in Point Cloud MatchingCode0
Deconfounding Imitation Learning with Variational InferenceCode0
Variational Flow Models: Flowing in Your StyleCode0
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time SeriesCode0
Stein Variational Gaussian ProcessesCode0
Asynchronous Temporal Fields for Action RecognitionCode0
Variational Marginal Particle FiltersCode0
Implicit Generative Prior for Bayesian Neural NetworksCode0
Implicit Posterior Variational Inference for Deep Gaussian ProcessesCode0
Uncertainty Quantification in Multivariable Regression for Material Property Prediction with Bayesian Neural NetworksCode0
Posterior temperature optimized Bayesian models for inverse problems in medical imagingCode0
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte CarloCode0
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational InferenceCode0
Stochastic Aggregation in Graph Neural NetworksCode0
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?Code0
Practical Deep Learning with Bayesian PrinciplesCode0
Black Box Variational InferenceCode0
Improved uncertainty quantification for neural networks with Bayesian last layerCode0
Improved Variational Bayesian Phylogenetic Inference using MixturesCode0
Improved Variational Inference with Inverse Autoregressive FlowCode0
Variational Gaussian Process Diffusion ProcessesCode0
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