| Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate | Dec 15, 2024 | Efficient Neural NetworkPrediction | —Unverified | 0 |
| Early Concept Drift Detection via Prediction Uncertainty | Dec 15, 2024 | Drift DetectionPrediction | CodeCode Available | 0 |
| Facial Surgery Preview Based on the Orthognathic Treatment Prediction | Dec 15, 2024 | 3D ReconstructionData Augmentation | —Unverified | 0 |
| L_1-Based Adaptive Identification with Saturated Observations | Dec 14, 2024 | parameter estimationPrediction | —Unverified | 0 |
| Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction | Dec 14, 2024 | Graph GenerationGraph Representation Learning | CodeCode Available | 0 |
| NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow Models | Dec 14, 2024 | BenchmarkingDrug Design | CodeCode Available | 2 |
| Object-Focused Data Selection for Dense Prediction Tasks | Dec 13, 2024 | Objectobject-detection | —Unverified | 0 |
| Financial Fine-tuning a Large Time Series Model | Dec 13, 2024 | Image GenerationPrediction | CodeCode Available | 2 |
| Dynamic Cross-Modal Alignment for Robust Semantic Location Prediction | Dec 13, 2024 | cross-modal alignmentPrediction | —Unverified | 0 |
| Mr. DETR: Instructive Multi-Route Training for Detection Transformers | Dec 13, 2024 | DecoderObject Detection | CodeCode Available | 2 |
| GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction | Dec 13, 2024 | Autonomous DrivingPrediction | CodeCode Available | 2 |
| EP-CFG: Energy-Preserving Classifier-Free Guidance | Dec 13, 2024 | DenoisingPrediction | —Unverified | 0 |
| Deep Learning for Spectrum Prediction in Cognitive Radio Networks: State-of-the-Art, New Opportunities, and Challenges | Dec 13, 2024 | Prediction | —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 |
| NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis | Dec 11, 2024 | Continual PretrainingLanguage Modeling | CodeCode Available | 1 |
| Of Dice and Games: A Theory of Generalized Boosting | Dec 11, 2024 | Binary ClassificationLearning Theory | —Unverified | 0 |
| Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation | Dec 11, 2024 | Data AugmentationFederated Learning | —Unverified | 0 |
| Label Distribution Learning using the Squared Neural Family on the Probability Simplex | Dec 10, 2024 | Active LearningEnsemble Learning | —Unverified | 0 |
| SpecFuse: Ensembling Large Language Models via Next-Segment Prediction | Dec 10, 2024 | Prediction | —Unverified | 0 |
| Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? | Dec 10, 2024 | Prediction | —Unverified | 0 |
| ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving | Dec 10, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |