| Posterior Collapse and Latent Variable Non-identifiability | Jan 2, 2023 | AttributeVariational Inference | —Unverified | 0 |
| Plausible Uncertainties for Human Pose Regression | Jan 1, 2023 | Autonomous DrivingPose Estimation | —Unverified | 0 |
| MAGI: Multi-Annotated Explanation-Guided Learning | Jan 1, 2023 | Variational Inference | —Unverified | 0 |
| Robust and Scalable Gaussian Process Regression and Its Applications | Jan 1, 2023 | 4kGaussian Processes | CodeCode Available | 0 |
| Interactive Segmentation As Gaussion Process Classification | Jan 1, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion | Dec 30, 2022 | Decision MakingSeismic Inversion | —Unverified | 0 |
| Visualizing Information Bottleneck through Variational Inference | Dec 24, 2022 | Variational Inference | —Unverified | 0 |
| Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field | Dec 17, 2022 | DecoderVariational Inference | CodeCode Available | 0 |
| Bayesian posterior approximation with stochastic ensembles | Dec 15, 2022 | Bayesian Inferenceimage-classification | CodeCode Available | 0 |
| Smoothing volatility targeting | Dec 14, 2022 | Variational Inference | —Unverified | 0 |
| Traffic Flow Prediction via Variational Bayesian Inference-based Encoder-Decoder Framework | Dec 14, 2022 | Bayesian InferenceDecoder | —Unverified | 0 |
| Learning and Predicting Multimodal Vehicle Action Distributions in a Unified Probabilistic Model Without Labels | Dec 14, 2022 | ClusteringVariational Inference | —Unverified | 0 |
| Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning | Dec 7, 2022 | Network PruningVariational Inference | —Unverified | 0 |
| Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models | Dec 6, 2022 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Learning the joint distribution of two sequences using little or no paired data | Dec 6, 2022 | Variational Inference | —Unverified | 0 |
| Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation | Dec 3, 2022 | Domain Adaptationdomain classification | —Unverified | 0 |
| Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field | Dec 3, 2022 | Entity TypingSentence | —Unverified | 0 |
| Variational Laplace Autoencoders | Nov 30, 2022 | Variational Inference | —Unverified | 0 |
| Particle-based Variational Inference with Preconditioned Functional Gradient Flow | Nov 25, 2022 | Variational Inference | —Unverified | 0 |
| MP-GELU Bayesian Neural Networks: Moment Propagation by GELU Nonlinearity | Nov 24, 2022 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Bayesian Learning for Neural Networks: an algorithmic survey | Nov 21, 2022 | Bayesian InferenceSurvey | —Unverified | 0 |
| Compositional Scene Modeling with Global Object-Centric Representations | Nov 21, 2022 | ObjectPatch Matching | —Unverified | 0 |
| Deep Gaussian Processes for Air Quality Inference | Nov 18, 2022 | Air Quality InferenceGaussian Processes | CodeCode Available | 0 |
| Prediction and Uncertainty Quantification of SAFARI-1 Axial Neutron Flux Profiles with Neural Networks | Nov 16, 2022 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Hierarchical Phrase-based Sequence-to-Sequence Learning | Nov 15, 2022 | Inductive BiasMachine Translation | CodeCode Available | 1 |
