| AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction | Feb 6, 2024 | Prediction | CodeCode Available | 1 |
| DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction | Feb 4, 2024 | Future predictionPrediction | CodeCode Available | 1 |
| ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast | Feb 2, 2024 | PredictionValue prediction | CodeCode Available | 1 |
| Non-Exchangeable Conformal Language Generation with Nearest Neighbors | Feb 1, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Prediction | Jan 29, 2024 | Contrastive LearningPrediction | CodeCode Available | 1 |
| Improving Antibody Humanness Prediction using Patent Data | Jan 25, 2024 | Contrastive LearningDrug Discovery | CodeCode Available | 1 |
| DoorINet: Door Heading Prediction through Inertial Deep Learning | Jan 24, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees | Jan 15, 2024 | Conformal PredictionGaussian Processes | CodeCode Available | 1 |
| Remaining Useful Life Prediction for Aircraft Engines using LSTM | Jan 15, 2024 | PredictionTemporal Sequences | CodeCode Available | 1 |
| Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs | Jan 14, 2024 | graph constructionHigh-Level Synthesis | CodeCode Available | 1 |
| Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction | Jan 12, 2024 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| Synthetic Data Generation Framework, Dataset, and Efficient Deep Model for Pedestrian Intention Prediction | Jan 12, 2024 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Uncertainty Quantification on Clinical Trial Outcome Prediction | Jan 7, 2024 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 |
| TinyPredNet: A Lightweight Framework for Satellite Image Sequence Prediction | Jan 1, 2024 | DecoderGPU | CodeCode Available | 1 |
| STIGCN: spatial–temporal interaction‑aware graph convolution network for pedestrian trajectory prediction | Dec 30, 2023 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Olfactory Label Prediction on Aroma-Chemical Pairs | Dec 26, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Social-Transmotion: Promptable Human Trajectory Prediction | Dec 26, 2023 | Autonomous VehiclesPrediction | CodeCode Available | 1 |
| TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning | Dec 25, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers | Dec 19, 2023 | GPUPrediction | CodeCode Available | 1 |
| Prediction and Control in Continual Reinforcement Learning | Dec 18, 2023 | Continual LearningGeneral Knowledge | CodeCode Available | 1 |
| nuScenes Knowledge Graph -- A comprehensive semantic representation of traffic scenes for trajectory prediction | Dec 15, 2023 | Knowledge GraphsPrediction | CodeCode Available | 1 |
| Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach | Dec 15, 2023 | PredictionRetrieval | CodeCode Available | 1 |
| CETN: Contrast-enhanced Through Network for CTR Prediction | Dec 15, 2023 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 |
| EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction | Dec 15, 2023 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
