| Synthetic Data Generation Framework, Dataset, and Efficient Deep Model for Pedestrian Intention Prediction | Jan 12, 2024 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction | Jan 12, 2024 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| Temporal and Between-Group Variability in College Dropout Prediction | Jan 12, 2024 | Prediction | CodeCode Available | 0 |
| Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks | Jan 10, 2024 | AllGraph Mining | —Unverified | 0 |
| Error estimation for physics-informed neural networks with implicit Runge-Kutta methods | Jan 10, 2024 | Prediction | —Unverified | 0 |
| Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction | Jan 10, 2024 | Autonomous VehiclesDomain Adaptation | —Unverified | 0 |
| Arrival Time Prediction for Autonomous Shuttle Services in the Real World: Evidence from Five Cities | Jan 10, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Invariant Causal Prediction with Local Models | Jan 10, 2024 | Prediction | —Unverified | 0 |
| Private Truly-Everlasting Robust-Prediction | Jan 9, 2024 | Prediction | —Unverified | 0 |
| Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes | Jan 9, 2024 | Conformal PredictionPoint Processes | CodeCode Available | 0 |
| Enhancing Acute Kidney Injury Prediction through Integration of Drug Features in Intensive Care Units | Jan 9, 2024 | Injury PredictionKidney Function | —Unverified | 0 |
| TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction | Jan 9, 2024 | Drug DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Why does Prediction Accuracy Decrease over Time? Uncertain Positive Learning for Cloud Failure Prediction | Jan 8, 2024 | Cloud ComputingPrediction | —Unverified | 0 |
| Robust Calibration For Improved Weather Prediction Under Distributional Shift | Jan 8, 2024 | Data AugmentationMixture-of-Experts | —Unverified | 0 |
| End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction | Jan 8, 2024 | Contrastive LearningPrediction | —Unverified | 0 |
| Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction | Jan 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Real-Time Asphalt Pavement Layer Thickness Prediction Using Ground-Penetrating Radar Based on a Modified Extended Common Mid-Point (XCMP) Approach | Jan 7, 2024 | Dielectric ConstantEdge Detection | —Unverified | 0 |
| Multi-Modal Representation Learning for Molecular Property Prediction: Sequence, Graph, Geometry | Jan 7, 2024 | Data AugmentationDrug Discovery | CodeCode Available | 2 |
| Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting | Jan 7, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| Disentangled Neural Relational Inference for Interpretable Motion Prediction | Jan 7, 2024 | Motion Planningmotion prediction | —Unverified | 0 |
| Uncertainty Quantification on Clinical Trial Outcome Prediction | Jan 7, 2024 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling | Jan 6, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 |
| CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution | Jan 5, 2024 | HumanEvalPrediction | CodeCode Available | 4 |
| Predicting Traffic Flow with Federated Learning and Graph Neural with Asynchronous Computations Network | Jan 5, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 |