| Foundation Posteriors for Approximate Probabilistic Inference | May 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Variational Inference for Bayesian Bridge Regression | May 19, 2022 | Bayesian Inferenceregression | —Unverified | 0 |
| Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems | May 18, 2022 | parameter estimationTime Series | —Unverified | 0 |
| Taming Continuous Posteriors for Latent Variational Dialogue Policies | May 16, 2022 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Fat-Tailed Variational Inference with Anisotropic Tail Adaptive Flows | May 16, 2022 | Variational Inference | —Unverified | 0 |
| MixFlows: principled variational inference via mixed flows | May 16, 2022 | Variational Inference | CodeCode Available | 0 |
| Importance Weighted Structure Learning for Scene Graph Generation | May 14, 2022 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation | May 13, 2022 | Recommendation SystemsTransfer Learning | —Unverified | 0 |
| Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning | May 12, 2022 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 0 |
| Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking | May 11, 2022 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection | May 10, 2022 | Model Predictive ControlVariational Inference | —Unverified | 0 |
| Robust Learning of Parsimonious Deep Neural Networks | May 10, 2022 | Variational Inference | —Unverified | 0 |
| Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation | May 10, 2022 | Computational EfficiencyContinual Learning | —Unverified | 0 |
| ReCAB-VAE: Gumbel-Softmax Variational Inference Based on Analytic Divergence | May 9, 2022 | Speech Synthesistext-to-speech | —Unverified | 0 |
| A Probabilistic Generative Model of Free Categories | May 9, 2022 | modelVariational Inference | —Unverified | 0 |
| Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction | May 7, 2022 | PredictionVariational Inference | —Unverified | 0 |
| Probabilistic Control and Majorization of Optimal Control | May 6, 2022 | Decision MakingVariational Inference | —Unverified | 0 |
| A Bayesian Detect to Track System for Robust Visual Object Tracking and Semi-Supervised Model Learning | May 5, 2022 | Object TrackingState Estimation | —Unverified | 0 |
| Cluster-based Regression using Variational Inference and Applications in Financial Forecasting | May 2, 2022 | Computational Efficiencyregression | —Unverified | 0 |
| Streaming Inference for Infinite Non-Stationary Clustering | May 2, 2022 | ClusteringVariational Inference | —Unverified | 0 |
| Variational Kalman Filtering with Hinf-Based Correction for Robust Bayesian Learning in High Dimensions | Apr 27, 2022 | Variational Inference | —Unverified | 0 |
| A Variational Approach to Bayesian Phylogenetic Inference | Apr 16, 2022 | Efficient ExplorationVariational Inference | CodeCode Available | 0 |
| A Personalized Dialogue Generator with Implicit User Persona Detection | Apr 15, 2022 | Variational Inference | —Unverified | 0 |
| Conditional Injective Flows for Bayesian Imaging | Apr 15, 2022 | Image RestorationUncertainty Quantification | CodeCode Available | 0 |
| Discretely Indexed Flows | Apr 4, 2022 | Density EstimationVariational Inference | CodeCode Available | 0 |
