| CLARA: Classifying and Disambiguating User Commands for Reliable Interactive Robotic Agents | Jun 17, 2023 | Question GenerationUncertainty Quantification | CodeCode Available | 0 |
| Validation of uncertainty quantification metrics: a primer based on the consistency and adaptivity concepts | Mar 13, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| CGKN: A Deep Learning Framework for Modeling Complex Dynamical Systems and Efficient Data Assimilation | Oct 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers | Jul 5, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 |
| Distributed Markov Chain Monte Carlo Sampling based on the Alternating Direction Method of Multipliers | Jan 29, 2024 | Bayesian InferenceDistributed Optimization | CodeCode Available | 0 |
| Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models | May 8, 2025 | Active Learningcross-modal alignment | CodeCode Available | 0 |
| Probabilistic Exponential Integrators | May 24, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| CESAR: A Convolutional Echo State AutoencodeR for High-Resolution Wind Forecasting | Dec 13, 2024 | ManagementUncertainty Quantification | CodeCode Available | 0 |
| Distil the informative essence of loop detector data set: Is network-level traffic forecasting hungry for more data? | Oct 31, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| Valid Conformal Prediction for Dynamic GNNs | May 29, 2024 | Conformal PredictionDynamic graph embedding | CodeCode Available | 0 |
