| A Paradigm for Potential Model Performance Improvement in Classification and Regression Problems. A Proof of Concept | Feb 4, 2024 | Prediction | —Unverified | 0 |
| Hybrid-Prediction Integrated Planning for Autonomous Driving | Feb 4, 2024 | Autonomous DrivingPrediction | —Unverified | 0 |
| DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction | Feb 4, 2024 | Future predictionPrediction | CodeCode Available | 1 |
| Simulation-Enhanced Data Augmentation for Machine Learning Pathloss Prediction | Feb 3, 2024 | Data AugmentationPrediction | —Unverified | 0 |
| Enhancing Cross-domain Link Prediction via Evolution Process Modeling | Feb 3, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction | Feb 2, 2024 | Conformal PredictionOperator learning | —Unverified | 0 |
| Adaptive Optimization for Prediction with Missing Data | Feb 2, 2024 | ImputationPrediction | —Unverified | 0 |
| ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast | Feb 2, 2024 | PredictionValue prediction | CodeCode Available | 1 |
| DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks | Feb 2, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Online conformal prediction with decaying step sizes | Feb 2, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
