| Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning | Mar 24, 2024 | Fake News DetectionImage Manipulation | CodeCode Available | 1 |
| Fast and Unified Path Gradient Estimators for Normalizing Flows | Mar 23, 2024 | Computational EfficiencyVariational Inference | —Unverified | 0 |
| Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models | Mar 22, 2024 | Federated LearningUncertainty Quantification | —Unverified | 0 |
| Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs | Mar 20, 2024 | Uncertainty Quantificationvalid | CodeCode Available | 0 |
| Neural Markov Random Field for Stereo Matching | Mar 17, 2024 | Domain GeneralizationInductive Bias | CodeCode Available | 2 |
| Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference | Mar 15, 2024 | Variational Inference | CodeCode Available | 0 |
| VISA: Variational Inference with Sequential Sample-Average Approximations | Mar 14, 2024 | validVariational Inference | —Unverified | 0 |
| Nonparametric Automatic Differentiation Variational Inference with Spline Approximation | Mar 10, 2024 | Variational Inference | —Unverified | 0 |
| Variational Inference of Parameters in Opinion Dynamics Models | Mar 8, 2024 | parameter estimationVariational Inference | —Unverified | 0 |
| eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling | Mar 3, 2024 | Variational Inference | CodeCode Available | 1 |
| An Efficient Difference-of-Convex Solver for Privacy Funnel | Mar 2, 2024 | Variational Inference | CodeCode Available | 0 |
| Re-Envisioning Numerical Information Field Theory (NIFTy.re): A Library for Gaussian Processes and Variational Inference | Feb 26, 2024 | Gaussian ProcessesVariational Inference | —Unverified | 0 |
| Stable Training of Normalizing Flows for High-dimensional Variational Inference | Feb 26, 2024 | Variational Inference | CodeCode Available | 0 |
| Language-guided Skill Learning with Temporal Variational Inference | Feb 26, 2024 | SegmentationVariational Inference | —Unverified | 0 |
| Accelerating Convergence of Stein Variational Gradient Descent via Deep Unfolding | Feb 23, 2024 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| A Framework for Variational Inference of Lightweight Bayesian Neural Networks with Heteroscedastic Uncertainties | Feb 22, 2024 | Variational Inference | —Unverified | 0 |
| Batch and match: black-box variational inference with a score-based divergence | Feb 22, 2024 | Variational Inference | CodeCode Available | 2 |
| Bayesian Neural Networks with Domain Knowledge Priors | Feb 20, 2024 | FairnessVariational Inference | —Unverified | 0 |
| Variational Entropy Search for Adjusting Expected Improvement | Feb 17, 2024 | Bayesian OptimizationVariational Inference | —Unverified | 0 |
| Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes | Feb 17, 2024 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Training Bayesian Neural Networks with Sparse Subspace Variational Inference | Feb 16, 2024 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| BlackJAX: Composable Bayesian inference in JAX | Feb 16, 2024 | Bayesian InferenceProbabilistic Programming | CodeCode Available | 5 |
| MCMC-driven learning | Feb 14, 2024 | Variational Inference | —Unverified | 0 |
| Variational Continual Test-Time Adaptation | Feb 13, 2024 | Test-time AdaptationVariational Inference | —Unverified | 0 |
| Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage? | Feb 9, 2024 | Deep LearningOut-of-Distribution Detection | CodeCode Available | 0 |