| Stochastic Variational Inference with Tuneable Stochastic Annealing | Apr 4, 2025 | Variational Inference | —Unverified | 0 |
| RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios | Apr 4, 2025 | Computational EfficiencyPhotoplethysmography (PPG) heart rate estimation | CodeCode Available | 0 |
| Accelerating Particle-based Energetic Variational Inference | Apr 4, 2025 | Variational Inference | —Unverified | 0 |
| Gaussian Process Tilted Nonparametric Density Estimation using Fisher Divergence Score Matching | Apr 4, 2025 | Density EstimationForm | —Unverified | 0 |
| UP-dROM : Uncertainty-Aware and Parametrised dynamic Reduced-Order Model, application to unsteady flows | Mar 29, 2025 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Benchmarking and optimizing organism wide single-cell RNA alignment methods | Mar 26, 2025 | BenchmarkingDecoder | CodeCode Available | 0 |
| Data-driven Seasonal Climate Predictions via Variational Inference and Transformers | Mar 26, 2025 | Variational Inference | —Unverified | 0 |
| Joint Sparse Graph for Enhanced MIMO-AFDM Receiver Design | Mar 24, 2025 | Variational Inference | —Unverified | 0 |
| A New Stochastic Approximation Method for Gradient-based Simulated Parameter Estimation | Mar 24, 2025 | Density Estimationparameter estimation | —Unverified | 0 |
| Unsupervised Variational Acoustic Clustering | Mar 24, 2025 | ClusteringVariational Inference | —Unverified | 0 |
| Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems | Mar 24, 2025 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| AutoBayes: A Compositional Framework for Generalized Variational Inference | Mar 24, 2025 | Bayesian InferenceVariational 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 |
| Towards Spatial Transcriptomics-guided Pathological Image Recognition with Batch-Agnostic Encoder | Mar 10, 2025 | Contrastive LearningVariational Inference | CodeCode Available | 0 |
| Sequential Function-Space Variational Inference via Gaussian Mixture Approximation | Mar 10, 2025 | Continual LearningVariational Inference | CodeCode Available | 0 |
| Speech Audio Generation from dynamic MRI via a Knowledge Enhanced Conditional Variational Autoencoder | Mar 9, 2025 | Audio GenerationDenoising | —Unverified | 0 |
| Vairiational Stochastic Games | Mar 8, 2025 | Reinforcement Learning (RL)Variational Inference | —Unverified | 0 |
| Seeded Poisson Factorization: Leveraging domain knowledge to fit topic models | Mar 4, 2025 | Computational EfficiencyTopic Models | CodeCode Available | 0 |
| Vector Copula Variational Inference and Dependent Block Posterior Approximations | Mar 3, 2025 | Variational Inference | —Unverified | 0 |
| Addressing Cold-start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling | Mar 1, 2025 | Click-Through Rate PredictionRecommendation Systems | —Unverified | 0 |