| Rethinking Sharpness-Aware Minimization as Variational Inference | Oct 19, 2022 | Variational Inference | CodeCode Available | 0 |
| A Variational Perspective on Generative Flow Networks | Oct 14, 2022 | Variational Inference | —Unverified | 0 |
| On the Relationship Between Variational Inference and Auto-Associative Memory | Oct 14, 2022 | RetrievalVariational Inference | CodeCode Available | 0 |
| Joint control variate for faster black-box variational inference | Oct 13, 2022 | Stochastic OptimizationVariational Inference | CodeCode Available | 0 |
| Dirichlet process mixture models for non-stationary data streams | Oct 13, 2022 | ClusteringDensity Estimation | —Unverified | 0 |
| Probabilistic Integration of Object Level Annotations in Chest X-ray Classification | Oct 13, 2022 | Knowledge DistillationVariational Inference | —Unverified | 0 |
| Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics | Oct 12, 2022 | Variational Inference | —Unverified | 0 |
| Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems | Oct 9, 2022 | Structural Health MonitoringVariational Inference | CodeCode Available | 1 |
| Latent Neural ODEs with Sparse Bayesian Multiple Shooting | Oct 7, 2022 | Variational Inference | CodeCode Available | 0 |
| Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision | Oct 6, 2022 | Variational Inference | CodeCode Available | 2 |
| Scaling up Stochastic Gradient Descent for Non-convex Optimisation | Oct 6, 2022 | Deep Reinforcement LearningVariational Inference | —Unverified | 0 |
| Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning | Oct 6, 2022 | Meta-LearningVariational Inference | CodeCode Available | 0 |
| Bayesian Prompt Learning for Image-Language Model Generalization | Oct 5, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength | Oct 3, 2022 | Representation LearningVariational Inference | —Unverified | 0 |
| Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective | Oct 2, 2022 | Decision MakingSensitivity | —Unverified | 0 |
| GFlowNets and variational inference | Oct 2, 2022 | DiversityReinforcement Learning (RL) | CodeCode Available | 0 |
| Learnable Distribution Calibration for Few-Shot Class-Incremental Learning | Oct 1, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Factorized Fusion Shrinkage for Dynamic Relational Data | Sep 30, 2022 | Variational Inference | CodeCode Available | 0 |
| Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders | Sep 30, 2022 | Variational Inference | CodeCode Available | 0 |
| Structured Optimal Variational Inference for Dynamic Latent Space Models | Sep 29, 2022 | Variational Inference | —Unverified | 0 |
| Correcting the Sub-optimal Bit Allocation | Sep 29, 2022 | Variational InferenceVideo Compression | —Unverified | 0 |
| Compositional Score Modeling for Simulation-based Inference | Sep 28, 2022 | Variational Inference | CodeCode Available | 0 |
| Targeted Separation and Convergence with Kernel Discrepancies | Sep 26, 2022 | Variational Inference | —Unverified | 0 |
| Variational Open-Domain Question Answering | Sep 23, 2022 | Language ModellingMedQA | CodeCode Available | 1 |
| A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models | Sep 23, 2022 | Variational Inference | CodeCode Available | 0 |
