| ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees | Jun 29, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| StreamMOTP: Streaming and Unified Framework for Joint 3D Multi-Object Tracking and Trajectory Prediction | Jun 28, 2024 | 3D Multi-Object TrackingAutonomous Driving | —Unverified | 0 |
| FootBots: A Transformer-based Architecture for Motion Prediction in Soccer | Jun 28, 2024 | Decodermotion prediction | —Unverified | 0 |
| Permutation invariant multi-output Gaussian Processes for drug combination prediction in cancer | Jun 28, 2024 | Experimental DesignGaussian Processes | —Unverified | 0 |
| Evolving reservoir computers reveals bidirectional coupling between predictive power and emergent dynamics | Jun 27, 2024 | Prediction | —Unverified | 0 |
| Length Optimization in Conformal Prediction | Jun 27, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 0 |
| Prompting Whole Slide Image Based Genetic Biomarker Prediction | Jun 26, 2024 | Decision MakingPrediction | CodeCode Available | 0 |
| Conformalized Link Prediction on Graph Neural Networks | Jun 26, 2024 | Conformal PredictionLink Prediction | —Unverified | 0 |
| Competitive Algorithms for Online Knapsack with Succinct Predictions | Jun 26, 2024 | Prediction | CodeCode Available | 0 |
| EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models | Jun 26, 2024 | Disease PredictionPrediction | —Unverified | 0 |
| The Effects of Data Split Strategies on the Offline Experiments for CTR Prediction | Jun 26, 2024 | Click-Through Rate PredictionPrediction | —Unverified | 0 |
| Guiding Video Prediction with Explicit Procedural Knowledge | Jun 26, 2024 | DisentanglementPrediction | —Unverified | 0 |
| A Multi-Stage Goal-Driven Network for Pedestrian Trajectory Prediction | Jun 26, 2024 | Autonomous VehiclesManagement | —Unverified | 0 |
| Univariate Skeleton Prediction in Multivariate Systems Using Transformers | Jun 25, 2024 | Predictionregression | CodeCode Available | 0 |
| Light-weight End-to-End Graph Interest Network for CTR Prediction in E-commerce Search | Jun 25, 2024 | Click-Through Rate PredictionGraph Embedding | —Unverified | 0 |
| When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning | Jun 25, 2024 | Auxiliary LearningPrediction | CodeCode Available | 0 |
| HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction | Jun 25, 2024 | Prediction | —Unverified | 0 |
| Perturbed Decision-Focused Learning for Modeling Strategic Energy Storage | Jun 24, 2024 | Model Predictive ControlPrediction | —Unverified | 0 |
| neuROSym: Deployment and Evaluation of a ROS-based Neuro-Symbolic Model for Human Motion Prediction | Jun 24, 2024 | Human motion predictionMotion Detection | —Unverified | 0 |
| Conformal time series decomposition with component-wise exchangeability | Jun 24, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Link Prediction with Untrained Message Passing Layers | Jun 24, 2024 | Combinatorial OptimizationLink Prediction | —Unverified | 0 |
| Learning Interpretable Fair Representations | Jun 24, 2024 | PredictionRepresentation Learning | —Unverified | 0 |
| Fault Detection for agents on power grid topology optimization: A Comprehensive analysis | Jun 24, 2024 | Deep Reinforcement LearningFault Detection | —Unverified | 0 |
| Star+: A New Multi-Domain Model for CTR Prediction | Jun 24, 2024 | Click-Through Rate PredictionMulti-Task Learning | —Unverified | 0 |
| Robust prediction under missingness shifts | Jun 24, 2024 | Prediction | —Unverified | 0 |
| Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing | Jun 24, 2024 | PredictionRelation | CodeCode Available | 0 |
| Addressing Polarization and Unfairness in Performative Prediction | Jun 24, 2024 | FairnessPrediction | —Unverified | 0 |
| International Trade Flow Prediction with Bilateral Trade Provisions | Jun 23, 2024 | PredictionVariable Selection | —Unverified | 0 |
| Predicting Individual Depression Symptoms from Acoustic Features During Speech | Jun 23, 2024 | Depression DetectionPrediction | —Unverified | 0 |
| Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction | Jun 22, 2024 | Dimensionality ReductionDomain Adaptation | —Unverified | 0 |
| Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference | Jun 21, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Recent Advances in Traffic Accident Analysis and Prediction: A Comprehensive Review of Machine Learning Techniques | Jun 20, 2024 | Prediction | —Unverified | 0 |
| FutureNet-LOF: Joint Trajectory Prediction and Lane Occupancy Field Prediction with Future Context Encoding | Jun 20, 2024 | Autonomous DrivingMotion Forecasting | —Unverified | 0 |
| Prediction and Reference Quality Adaptation for Learned Video Compression | Jun 20, 2024 | PredictionVideo Compression | —Unverified | 0 |
| Resource Optimization for Tail-Based Control in Wireless Networked Control Systems | Jun 20, 2024 | GPRPrediction | —Unverified | 0 |
| Movement-Prediction-Adjusted Naïve Forecast | Jun 20, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
| Allocation Requires Prediction Only if Inequality Is Low | Jun 19, 2024 | Prediction | —Unverified | 0 |
| Certification for Differentially Private Prediction in Gradient-Based Training | Jun 19, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Variables are a Curse in Software Vulnerability Prediction | Jun 18, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Structured Prediction in Online Learning | Jun 18, 2024 | PredictionStructured Prediction | —Unverified | 0 |
| A First Physical-World Trajectory Prediction Attack via LiDAR-induced Deceptions in Autonomous Driving | Jun 17, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Mutual Learning for Finetuning Click-Through Rate Prediction Models | Jun 17, 2024 | Click-Through Rate PredictionKnowledge Distillation | —Unverified | 0 |
| ESI-GAL: EEG Source Imaging-based Trajectory Estimation for Grasp and Lift Task | Jun 17, 2024 | Brain Computer InterfaceDecoder | —Unverified | 0 |
| Deploying scalable traffic prediction models for efficient management in real-world large transportation networks during hurricane evacuations | Jun 17, 2024 | ManagementPrediction | —Unverified | 0 |
| CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction | Jun 17, 2024 | Predictionregression | —Unverified | 0 |
| α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction | Jun 16, 2024 | 3D Semantic Occupancy Prediction3D Semantic Scene Completion | —Unverified | 0 |
| SynthTree: Co-supervised Local Model Synthesis for Explainable Prediction | Jun 16, 2024 | ClusteringPrediction | —Unverified | 0 |
| Incorporating uncertainty quantification into travel mode choice modeling: a Bayesian neural network (BNN) approach and an uncertainty-guided active survey framework | Jun 16, 2024 | Explainable artificial intelligencePrediction | —Unverified | 0 |
| Active, anytime-valid risk controlling prediction sets | Jun 15, 2024 | Predictionvalid | CodeCode Available | 0 |
| A Multimodal Transformer for Live Streaming Highlight Prediction | Jun 15, 2024 | Highlight DetectionPrediction | —Unverified | 0 |