| Variational Autoencoders for Efficient Simulation-Based Inference | Nov 21, 2024 | Computational EfficiencyVariational Inference | —Unverified | 0 |
| Revised Regularization for Efficient Continual Learning through Correlation-Based Parameter Update in Bayesian Neural Networks | Nov 21, 2024 | Continual LearningTransfer Learning | —Unverified | 0 |
| LazyDINO: Fast, scalable, and efficiently amortized Bayesian inversion via structure-exploiting and surrogate-driven measure transport | Nov 19, 2024 | Variational Inference | —Unverified | 0 |
| C^2INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention | Nov 19, 2024 | Autonomous DrivingContinual Learning | —Unverified | 0 |
| Structure learning with Temporal Gaussian Mixture for model-based Reinforcement Learning | Nov 18, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Variational Bayesian Bow tie Neural Networks with Shrinkage | Nov 17, 2024 | Bayesian InferenceData Augmentation | CodeCode Available | 0 |
| Sparse Bayesian Generative Modeling for Compressive Sensing | Nov 14, 2024 | Compressive SensingUncertainty Quantification | CodeCode Available | 0 |
| PKF: Probabilistic Data Association Kalman Filter for Multi-Object Tracking | Nov 10, 2024 | CPUMulti-Object Tracking | CodeCode Available | 1 |
| PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning | Nov 10, 2024 | Contrastive LearningPrivacy Preserving | CodeCode Available | 0 |
| Streaming Bayes GFlowNets | Nov 8, 2024 | Bayesian InferenceVariational Inference | —Unverified | 0 |
