| Deep Learning for Spectrum Prediction in Cognitive Radio Networks: State-of-the-Art, New Opportunities, and Challenges | Dec 13, 2024 | Prediction | —Unverified | 0 |
| EP-CFG: Energy-Preserving Classifier-Free Guidance | Dec 13, 2024 | DenoisingPrediction | —Unverified | 0 |
| Object-Focused Data Selection for Dense Prediction Tasks | Dec 13, 2024 | Objectobject-detection | —Unverified | 0 |
| Conformal Prediction on Quantifying Uncertainty of Dynamic Systems | Dec 12, 2024 | Conformal PredictionOperator learning | —Unverified | 0 |
| Let Curves Speak: A Continuous Glucose Monitor based Large Sensor Foundation Model for Diabetes Management | Dec 12, 2024 | ManagementPrediction | —Unverified | 0 |
| WiFo: Wireless Foundation Model for Channel Prediction | Dec 12, 2024 | modelMulti-Task Learning | —Unverified | 0 |
| Enhancing Drug-Target Interaction Prediction through Transfer Learning from Activity Cliff Prediction Tasks | Dec 11, 2024 | Drug DiscoveryPrediction | CodeCode Available | 0 |
| CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty | Dec 11, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation | Dec 11, 2024 | Data AugmentationFederated Learning | —Unverified | 0 |
| Of Dice and Games: A Theory of Generalized Boosting | Dec 11, 2024 | Binary ClassificationLearning Theory | —Unverified | 0 |
| Label Distribution Learning using the Squared Neural Family on the Probability Simplex | Dec 10, 2024 | Active LearningEnsemble Learning | —Unverified | 0 |
| ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving | Dec 10, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? | Dec 10, 2024 | Prediction | —Unverified | 0 |
| SpecFuse: Ensembling Large Language Models via Next-Segment Prediction | Dec 10, 2024 | Prediction | —Unverified | 0 |
| Data-Augmented Numerical Integration in State Prediction: Rule Selection | Dec 9, 2024 | Numerical IntegrationPrediction | —Unverified | 0 |
| Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing | Dec 9, 2024 | Action ClassificationDeep Learning | —Unverified | 0 |
| Fundus Image-based Visual Acuity Assessment with PAC-Guarantees | Dec 9, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Predicting Subway Passenger Flows under Incident Situation with Causality | Dec 9, 2024 | Prediction | —Unverified | 0 |
| Lightweight Spatial Embedding for Vision-based 3D Occupancy Prediction | Dec 8, 2024 | Autonomous DrivingPrediction | —Unverified | 0 |
| GRUvader: Sentiment-Informed Stock Market Prediction | Dec 7, 2024 | PredictionSentiment Analysis | —Unverified | 0 |
| Efficient Continuous Video Flow Model for Video Prediction | Dec 7, 2024 | modelPrediction | —Unverified | 0 |
| Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives | Dec 6, 2024 | Date UnderstandingDecision Making | —Unverified | 0 |
| Multi-Scale Kinetics Modeling for Cell Culture Process with Metabolic State Transition | Dec 5, 2024 | PredictionPrediction Intervals | —Unverified | 0 |
| Large Volatility Matrix Prediction using Tensor Factor Structure | Dec 5, 2024 | Prediction | —Unverified | 0 |
| GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction | Dec 5, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Leveraging Multi-modal Representations to Predict Protein Melting Temperatures | Dec 5, 2024 | Prediction | —Unverified | 0 |
| Distributionally Robust Performative Prediction | Dec 5, 2024 | Prediction | —Unverified | 0 |
| Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization | Dec 5, 2024 | Prediction | —Unverified | 0 |
| Scalable Early Childhood Reading Performance Prediction | Dec 5, 2024 | Prediction | —Unverified | 0 |
| PriorMotion: Generative Class-Agnostic Motion Prediction with Raster-Vector Motion Field Priors | Dec 5, 2024 | Autonomous Navigationmotion prediction | —Unverified | 0 |
| An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms | Dec 5, 2024 | Conformal PredictionMulti-class Classification | —Unverified | 0 |
| Tight Lower Bounds and Improved Convergence in Performative Prediction | Dec 4, 2024 | Prediction | CodeCode Available | 0 |
| Research on Financial Multi-Asset Portfolio Risk Prediction Model Based on Convolutional Neural Networks and Image Processing | Dec 4, 2024 | ManagementPrediction | —Unverified | 0 |
| Contextual Data Integration for Bike-sharing Demand Prediction with Graph Neural Networks in Degraded Weather Conditions | Dec 4, 2024 | Data IntegrationPrediction | —Unverified | 0 |
| Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights into Model Transferability | Dec 4, 2024 | PredictionTrajectory Prediction | —Unverified | 0 |
| Leveraging Generative Adversarial Networks for Addressing Data Imbalance in Financial Market Supervision | Dec 4, 2024 | Prediction | —Unverified | 0 |
| Lightweight Stochastic Video Prediction via Hybrid Warping | Dec 4, 2024 | Autonomous DrivingPrediction | —Unverified | 0 |
| Harnessing Loss Decomposition for Long-Horizon Wave Predictions via Deep Neural Networks | Dec 4, 2024 | Prediction | —Unverified | 0 |
| LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks | Dec 4, 2024 | PredictionQuantum Machine Learning | —Unverified | 0 |
| Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs | Dec 4, 2024 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models | Dec 4, 2024 | ManagementPrediction | —Unverified | 0 |
| Crash Severity Risk Modeling Strategies under Data Imbalance | Dec 3, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Sample Efficient Robot Learning in Supervised Effect Prediction Tasks | Dec 3, 2024 | Active LearningDiversity | —Unverified | 0 |
| Construction and optimization of health behavior prediction model for the elderly in smart elderly care | Dec 3, 2024 | DiversityExperimental Design | —Unverified | 0 |
| Towards the efficacy of federated prediction for epidemics on networks | Dec 3, 2024 | Federated LearningGraph Attention | CodeCode Available | 0 |
| Explainable CTR Prediction via LLM Reasoning | Dec 3, 2024 | Click-Through Rate PredictionDecision Making | —Unverified | 0 |
| CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking | Dec 2, 2024 | Computational EfficiencyContrastive Learning | —Unverified | 0 |
| Spatial Conformal Inference through Localized Quantile Regression | Dec 2, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Geometry-aware PINNs for Turbulent Flow Prediction | Dec 2, 2024 | Prediction | —Unverified | 0 |
| AVS-Net: Audio-Visual Scale Net for Self-supervised Monocular Metric Depth Estimation | Dec 2, 2024 | Depth EstimationDepth Prediction | —Unverified | 0 |