| Demo2Vec: Learning Region Embedding with Demographic Information | Sep 25, 2024 | PredictionRepresentation Learning | —Unverified | 0 |
| Transfer learning for financial data predictions: a systematic review | Sep 24, 2024 | PredictionStock Price Prediction | —Unverified | 0 |
| Predicting Distance matrix with large language models | Sep 24, 2024 | Language ModellingPrediction | —Unverified | 0 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving | Sep 23, 2024 | Autonomous DrivingCausal Discovery | —Unverified | 0 |
| Reinforcement Feature Transformation for Polymer Property Performance Prediction | Sep 23, 2024 | Feature EngineeringPrediction | —Unverified | 0 |
| MRI Radiomics for IDH Genotype Prediction in Glioblastoma Diagnosis | Sep 23, 2024 | Prediction | —Unverified | 0 |
| Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors | Sep 23, 2024 | Computational EfficiencyConformal Prediction | —Unverified | 0 |
| Adaptive Conformal Inference for Multi-Step Ahead Time-Series Forecasting Online | Sep 23, 2024 | PredictionTime Series | —Unverified | 0 |
| Goal-based Neural Physics Vehicle Trajectory Prediction Model | Sep 23, 2024 | Autonomous Drivingmodel | —Unverified | 0 |
| SocialCircle+: Learning the Angle-based Conditioned Interaction Representation for Pedestrian Trajectory Prediction | Sep 23, 2024 | counterfactualPedestrian Trajectory Prediction | CodeCode Available | 2 |
| Enhancing Pedestrian Trajectory Prediction with Crowd Trip Information | Sep 23, 2024 | Autonomous DrivingManagement | CodeCode Available | 0 |
| Sparse Low-Ranked Self-Attention Transformer for Remaining Useful Lifetime Prediction of Optical Fiber Amplifiers | Sep 22, 2024 | Prediction | —Unverified | 0 |
| Protein-Mamba: Biological Mamba Models for Protein Function Prediction | Sep 22, 2024 | Drug DiscoveryMamba | —Unverified | 0 |
| Predicting User Stances from Target-Agnostic Information using Large Language Models | Sep 22, 2024 | Prediction | —Unverified | 0 |
| Price predictability in limit order book with deep learning model | Sep 21, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Relevance-driven Decision Making for Safer and More Efficient Human Robot Collaboration | Sep 21, 2024 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning | Sep 21, 2024 | Contrastive Learningfeature selection | CodeCode Available | 0 |
| Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis | Sep 21, 2024 | Model EditingPrediction | CodeCode Available | 2 |
| Transfer Learning for E-commerce Query Product Type Prediction | Sep 20, 2024 | PredictionTransfer Learning | —Unverified | 0 |
| A Novel Neural Filter to Improve Accuracy of Neural Network Models of Dynamic Systems | Sep 20, 2024 | Prediction | —Unverified | 0 |
| Neurosymbolic Conformal Classification | Sep 20, 2024 | ClassificationConformal Prediction | —Unverified | 0 |
| CVT-Occ: Cost Volume Temporal Fusion for 3D Occupancy Prediction | Sep 20, 2024 | Depth EstimationPrediction | CodeCode Available | 2 |
| Reinforcement Learning-based Model Predictive Control for Greenhouse Climate Control | Sep 19, 2024 | Model Predictive ControlPrediction | CodeCode Available | 1 |
| Bayesian-Optimized One-Step Diffusion Model with Knowledge Distillation for Real-Time 3D Human Motion Prediction | Sep 19, 2024 | Bayesian OptimizationHuman motion prediction | —Unverified | 0 |
| Computational Imaging for Long-Term Prediction of Solar Irradiance | Sep 18, 2024 | Prediction | CodeCode Available | 0 |
| Recurrent Interpolants for Probabilistic Time Series Prediction | Sep 18, 2024 | Computational EfficiencyImputation | —Unverified | 0 |
| UltimateDO: An Efficient Framework to Marry Occupancy Prediction with 3D Object Detection via Channel2height | Sep 17, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 4 |
| Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks | Sep 17, 2024 | PredictionSemantic Segmentation | CodeCode Available | 0 |
| A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension | Sep 17, 2024 | Computational EfficiencyPrediction | CodeCode Available | 0 |
| Exploring Prediction Targets in Masked Pre-Training for Speech Foundation Models | Sep 16, 2024 | DenoisingPrediction | —Unverified | 0 |
| Motion Forecasting via Model-Based Risk Minimization | Sep 16, 2024 | Autonomous Vehiclesmodel | —Unverified | 0 |
| LLMs for clinical risk prediction | Sep 16, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Multi-Step Embed to Control: A Novel Deep Learning-based Approach for Surrogate Modelling in Reservoir Simulation | Sep 16, 2024 | DescriptivePrediction | —Unverified | 0 |
| Efficient Milling Quality Prediction with Explainable Machine Learning | Sep 16, 2024 | Feature ImportancePrediction | —Unverified | 0 |
| TCDformer-based Momentum Transfer Model for Long-term Sports Prediction | Sep 16, 2024 | PredictionTime Series | —Unverified | 0 |
| Enhancing Data Quality through Self-learning on Imbalanced Financial Risk Data | Sep 15, 2024 | DiversityFraud Detection | —Unverified | 0 |
| PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics | Sep 15, 2024 | Operator learningPrediction | CodeCode Available | 1 |
| Anatomy of Machines for Markowitz: Decision-Focused Learning for Mean-Variance Portfolio Optimization | Sep 15, 2024 | AnatomyDecision Making | —Unverified | 0 |
| OPUS: Occupancy Prediction Using a Sparse Set | Sep 14, 2024 | Autonomous DrivingPrediction | CodeCode Available | 2 |
| Dynamic Link and Flow Prediction in Bank Transfer Networks | Sep 13, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Optimal Operation of a Building with Electricity-Heat Networks and Seasonal Storage | Sep 13, 2024 | Model Predictive ControlPrediction | CodeCode Available | 0 |
| SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks | Sep 13, 2024 | Crime PredictionPrediction | CodeCode Available | 0 |
| Model-independent variable selection via the rule-based variable priority | Sep 13, 2024 | PredictionVariable Selection | —Unverified | 0 |
| Predictive Control and Regret Analysis of Non-Stationary MDP with Look-ahead Information | Sep 13, 2024 | Prediction | —Unverified | 0 |
| Promoting Fairness in Link Prediction with Graph Enhancement | Sep 13, 2024 | FairnessLink Prediction | —Unverified | 0 |
| Sub-graph Based Diffusion Model for Link Prediction | Sep 13, 2024 | DenoisingInductive Learning | —Unverified | 0 |
| Reading ability detection using eye-tracking data with LSTM-based few-shot learning | Sep 13, 2024 | Few-Shot LearningPrediction | CodeCode Available | 0 |
| NeSHFS: Neighborhood Search with Heuristic-based Feature Selection for Click-Through Rate Prediction | Sep 13, 2024 | Click-Through Rate Predictionfeature selection | —Unverified | 0 |
| HyperCausalLP: Causal Link Prediction using Hyper-Relational Knowledge Graph | Sep 12, 2024 | Knowledge Graph CompletionLink Prediction | —Unverified | 0 |