| Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation | Aug 2, 2023 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference | Aug 2, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Variational Label-Correlation Enhancement for Congestion Prediction | Aug 1, 2023 | PredictionVariational Inference | —Unverified | 0 |
| HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer | Jul 30, 2023 | Style TransferVariational Inference | —Unverified | 0 |
| Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing? | Jul 27, 2023 | Variational Inference | —Unverified | 0 |
| BayesDAG: Gradient-Based Posterior Inference for Causal Discovery | Jul 26, 2023 | Causal DiscoveryVariational Inference | CodeCode Available | 1 |
| Learning minimal representations of stochastic processes with variational autoencoders | Jul 21, 2023 | Representation LearningVariational Inference | CodeCode Available | 0 |
| Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation | Jul 21, 2023 | DiagnosticImage Segmentation | —Unverified | 0 |
| Amortized Variational Inference: When and Why? | Jul 20, 2023 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| VITS : Variational Inference Thompson Sampling for contextual bandits | Jul 19, 2023 | Multi-Armed BanditsThompson Sampling | CodeCode Available | 0 |
| Variational Inference with Gaussian Score Matching | Jul 15, 2023 | Bayesian InferenceVariational Inference | CodeCode Available | 1 |
| Brain in the Dark: Design Principles for Neuro-mimetic Learning and Inference | Jul 14, 2023 | Variational Inference | —Unverified | 0 |
| Probabilistic Constrained Reinforcement Learning with Formal Interpretability | Jul 13, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations | Jul 12, 2023 | Variational Inference | —Unverified | 0 |
| Function-Space Regularization for Deep Bayesian Classification | Jul 12, 2023 | Adversarial RobustnessClassification | —Unverified | 0 |
| A Causal Ordering Prior for Unsupervised Representation Learning | Jul 11, 2023 | Causal Discoverycounterfactual | —Unverified | 0 |
| Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference | Jul 10, 2023 | Variational Inference | —Unverified | 0 |
| LINFA: a Python library for variational inference with normalizing flow and annealing | Jul 10, 2023 | Variational Inference | CodeCode Available | 1 |
| Neural Causal Graph Collaborative Filtering | Jul 10, 2023 | Collaborative FilteringGraph Learning | CodeCode Available | 0 |
| Learning Space-Time Continuous Neural PDEs from Partially Observed States | Jul 9, 2023 | Variational Inference | CodeCode Available | 0 |
| Probabilistic Test-Time Generalization by Variational Neighbor-Labeling | Jul 8, 2023 | Domain GeneralizationVariational Inference | —Unverified | 0 |
| GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies | Jul 7, 2023 | Variational Inference | CodeCode Available | 0 |
| Personalized Federated Learning via Amortized Bayesian Meta-Learning | Jul 5, 2023 | Federated LearningMeta-Learning | —Unverified | 0 |
| A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty | Jul 5, 2023 | modelVariational Inference | CodeCode Available | 0 |
| Transport meets Variational Inference: Controlled Monte Carlo Diffusions | Jul 3, 2023 | Variational Inference | CodeCode Available | 1 |
