| Discretely Relaxing Continuous Variables for tractable Variational Inference | Sep 12, 2018 | Variational Inference | CodeCode Available | 1 |
| Understanding and Accelerating Particle-Based Variational Inference | Jul 4, 2018 | Bayesian InferenceVariational Inference | CodeCode Available | 1 |
| Bayesian Model-Agnostic Meta-Learning | Jun 11, 2018 | Active Learningimage-classification | CodeCode Available | 1 |
| Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review | May 2, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Sylvester Normalizing Flows for Variational Inference | Mar 15, 2018 | Variational Inference | CodeCode Available | 1 |
| Probabilistic Recurrent State-Space Models | Jan 31, 2018 | Gaussian ProcessesState Space Models | CodeCode Available | 1 |
| Variational Continual Learning | Oct 29, 2017 | Continual LearningVariational Inference | CodeCode Available | 1 |
| Autoencoding Variational Inference For Topic Models | Mar 4, 2017 | Topic ModelsVariational Inference | CodeCode Available | 1 |
| Differentially Private Variational Inference for Non-conjugate Models | Oct 27, 2016 | Bayesian InferenceVariational Inference | CodeCode Available | 1 |
| Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm | Aug 16, 2016 | Bayesian InferenceVariational Inference | CodeCode Available | 1 |
| Improving Variational Inference with Inverse Autoregressive Flow | Jun 15, 2016 | Variational Inference | CodeCode Available | 1 |
| Automatic Differentiation Variational Inference | Mar 2, 2016 | Probabilistic ProgrammingVariational Inference | CodeCode Available | 1 |
| Variational Inference: A Review for Statisticians | Jan 4, 2016 | Stochastic OptimizationVariational Inference | CodeCode Available | 1 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 |
| Learning Stochastic Recurrent Networks | Nov 27, 2014 | Variational Inference | CodeCode Available | 1 |
| Auto-Encoding Variational Bayes | Dec 20, 2013 | Anomaly DetectionImage Clustering | CodeCode Available | 1 |
| Streaming Variational Bayes | Jul 25, 2013 | Variational Inference | CodeCode Available | 1 |
| Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection | Jul 15, 2025 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference | Jun 26, 2025 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| VHU-Net: Variational Hadamard U-Net for Body MRI Bias Field Correction | Jun 23, 2025 | Computational EfficiencyDecoder | —Unverified | 0 |
| Variational Inference with Mixtures of Isotropic Gaussians | Jun 16, 2025 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| Robust Recursive Fusion of Multiresolution Multispectral Images with Location-Aware Neural Networks | Jun 16, 2025 | Variational Inference | —Unverified | 0 |
| Branching Stein Variational Gradient Descent for sampling multimodal distributions | Jun 16, 2025 | Variational Inference | —Unverified | 0 |
| Robust Filtering -- Novel Statistical Learning and Inference Algorithms with Applications | Jun 13, 2025 | Autonomous VehiclesBayesian Inference | —Unverified | 0 |
| Bayesian Probabilistic Matrix Factorization | Jun 11, 2025 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
