| OCCUQ: Exploring Efficient Uncertainty Quantification for 3D Occupancy Prediction | Mar 13, 2025 | Autonomous DrivingNavigate | CodeCode Available | 1 |
| Mamba time series forecasting with uncertainty quantification | Mar 13, 2025 | MambaProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies | Mar 11, 2025 | Conformal PredictionImitation Learning | CodeCode Available | 1 |
| Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization | Feb 24, 2025 | Bayesian OptimizationUncertainty Quantification | CodeCode Available | 1 |
| CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought | Feb 24, 2025 | Mathematical ReasoningMisinformation | CodeCode Available | 1 |
| Reduced Order Modeling with Shallow Recurrent Decoder Networks | Feb 15, 2025 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting | Feb 14, 2025 | Multivariate Time Series ForecastingRepresentation Learning | CodeCode Available | 1 |
| Inverse Design with Dynamic Mode Decomposition | Feb 13, 2025 | Uncertainty Quantification | CodeCode Available | 1 |
| Temporal Distribution Shift in Real-World Pharmaceutical Data: Implications for Uncertainty Quantification in QSAR Models | Feb 6, 2025 | Drug DiscoveryUncertainty Quantification | CodeCode Available | 1 |
| From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control | Feb 4, 2025 | Conformal PredictionUncertainty Quantification | CodeCode Available | 1 |
| UASTHN: Uncertainty-Aware Deep Homography Estimation for UAV Satellite-Thermal Geo-localization | Feb 3, 2025 | geo-localizationHomography Estimation | CodeCode Available | 1 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 |
| Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning | Jan 25, 2025 | Property PredictionUncertainty Quantification | CodeCode Available | 1 |
| coverforest: Conformal Predictions with Random Forest in Python | Jan 24, 2025 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval | Jan 1, 2025 | Cross-Modal RetrievalRetrieval | CodeCode Available | 1 |
| Point-DeepONet: A Deep Operator Network Integrating PointNet for Nonlinear Analysis of Non-Parametric 3D Geometries and Load Conditions | Dec 24, 2024 | Operator learningUncertainty Quantification | CodeCode Available | 1 |
| Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion | Dec 23, 2024 | Decision MakingMulti-modal Classification | CodeCode Available | 1 |
| On Verbalized Confidence Scores for LLMs | Dec 19, 2024 | Uncertainty Quantification | CodeCode Available | 1 |
| Learning Normal Flow Directly From Event Neighborhoods | Dec 15, 2024 | Data AugmentationOptical Flow Estimation | CodeCode Available | 1 |
| GenAI4UQ: A Software for Inverse Uncertainty Quantification Using Conditional Generative Models | Dec 9, 2024 | parameter estimationUncertainty Quantification | CodeCode Available | 1 |
| PolytopeWalk: Sparse MCMC Sampling over Polytopes | Dec 9, 2024 | Uncertainty Quantification | CodeCode Available | 1 |
| Post-hoc Probabilistic Vision-Language Models | Dec 8, 2024 | Active LearningUncertainty Quantification | CodeCode Available | 1 |
| Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification | Nov 11, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| Modelling Global Trade with Optimal Transport | Sep 10, 2024 | Uncertainty Quantification | CodeCode Available | 1 |
| Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels | Sep 6, 2024 | Drug Discoveryregression | CodeCode Available | 1 |
