| Multi-Transmotion: Pre-trained Model for Human Motion Prediction | Nov 4, 2024 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking | Oct 31, 2024 | BenchmarkingImputation | CodeCode Available | 1 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 |
| LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction | Oct 31, 2024 | BenchmarkingPrediction | CodeCode Available | 1 |
| DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis | Oct 31, 2024 | Battery cycle life predictionData Augmentation | CodeCode Available | 1 |
| Toward Conditional Distribution Calibration in Survival Prediction | Oct 27, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Improving the prediction of protein stability changes upon mutations by geometric learning and a pre-training strategy | Oct 25, 2024 | PredictionProtein Stability Prediction | CodeCode Available | 1 |
| VECTOR: Velocity-Enhanced GRU Neural Network for Real-Time 3D UAV Trajectory Prediction | Oct 24, 2024 | PositionPrediction | CodeCode Available | 1 |
| ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction | Oct 18, 2024 | ClassificationHuman Dynamics | CodeCode Available | 1 |
| FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of Interpretability | Oct 16, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking | Oct 15, 2024 | Blind DockingDrug Design | CodeCode Available | 1 |
| TEOcc: Radar-camera Multi-modal Occupancy Prediction via Temporal Enhancement | Oct 15, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| GeOT: A spatially explicit framework for evaluating spatio-temporal predictions | Oct 15, 2024 | Prediction | CodeCode Available | 1 |
| TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction | Oct 14, 2024 | Collision AvoidanceDenoising | CodeCode Available | 1 |
| SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction | Oct 11, 2024 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 |
| Metalic: Meta-Learning In-Context with Protein Language Models | Oct 10, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Reliable Probabilistic Human Trajectory Prediction for Autonomous Applications | Oct 9, 2024 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection | Oct 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning | Oct 2, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Delving Deep into Engagement Prediction of Short Videos | Sep 30, 2024 | PredictionRecommendation Systems | CodeCode Available | 1 |
| HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting | Sep 27, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction | Sep 26, 2024 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Reinforcement Learning-based Model Predictive Control for Greenhouse Climate Control | Sep 19, 2024 | Model Predictive ControlPrediction | CodeCode Available | 1 |
| PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics | Sep 15, 2024 | Operator learningPrediction | CodeCode Available | 1 |
