| Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems | Mar 24, 2025 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| Unsupervised Variational Acoustic Clustering | Mar 24, 2025 | ClusteringVariational Inference | —Unverified | 0 |
| FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation | Mar 23, 2025 | Semantic SegmentationVariational Inference | —Unverified | 0 |
| Quantification of Uncertainties in Probabilistic Deep Neural Network by Implementing Boosting of Variational Inference | Mar 18, 2025 | Probabilistic Deep LearningUncertainty Quantification | —Unverified | 0 |
| Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks | Mar 14, 2025 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control | Mar 14, 2025 | Contrastive LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network | Mar 13, 2025 | Brain Computer InterfaceData Compression | —Unverified | 0 |
| Seal Your Backdoor with Variational Defense | Mar 11, 2025 | Representation LearningVariational Inference | —Unverified | 0 |
| Sequential Function-Space Variational Inference via Gaussian Mixture Approximation | Mar 10, 2025 | Continual LearningVariational Inference | CodeCode Available | 0 |
| Towards Spatial Transcriptomics-guided Pathological Image Recognition with Batch-Agnostic Encoder | Mar 10, 2025 | Contrastive LearningVariational Inference | CodeCode Available | 0 |
