| ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Power Failure Cascade Prediction using Graph Neural Networks | Apr 24, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| CausalLP: Learning causal relations with weighted knowledge graph link prediction | Apr 23, 2024 | Causal DiscoveryGraph Embedding | CodeCode Available | 0 |
| Naïve Bayes and Random Forest for Crop Yield Prediction | Apr 23, 2024 | ClusteringCrop Yield Prediction | —Unverified | 0 |
| A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data | Apr 23, 2024 | Data AugmentationPrediction | —Unverified | 0 |
| Uncertainty Quantification of Data-Driven Output Predictors in the Output Error Setting | Apr 23, 2024 | PredictionUncertainty Quantification | —Unverified | 0 |
| Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction | Apr 23, 2024 | Computed Tomography (CT)Conformal Prediction | CodeCode Available | 0 |
| Interpretable Prediction and Feature Selection for Survival Analysis | Apr 23, 2024 | feature selectionPrediction | —Unverified | 0 |
| Distributed Learning for Wi-Fi AP Load Prediction | Apr 22, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Hybrid Ensemble-Based Travel Mode Prediction | Apr 22, 2024 | Drift DetectionPrediction | —Unverified | 0 |
| Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction | Apr 22, 2024 | Autonomous VehiclesFederated Learning | —Unverified | 0 |
| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 |
| Training-Conditional Coverage Bounds for Uniformly Stable Learning Algorithms | Apr 21, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Track Role Prediction of Single-Instrumental Sequences | Apr 20, 2024 | Music GenerationPrediction | —Unverified | 0 |
| Practical Battery Health Monitoring using Uncertainty-Aware Bayesian Neural Network | Apr 20, 2024 | Prediction | —Unverified | 0 |
| ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction | Apr 20, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction | Apr 19, 2024 | ClassificationConformal Prediction | —Unverified | 0 |
| SA-Attack: Speed-adaptive stealthy adversarial attack on trajectory prediction | Apr 19, 2024 | Adversarial AttackPrediction | CodeCode Available | 0 |
| A Generative Approach to Credit Prediction with Learnable Prompts for Multi-scale Temporal Representation Learning | Apr 19, 2024 | PredictionRepresentation Learning | —Unverified | 0 |
| Optimizing Calibration by Gaining Aware of Prediction Correctness | Apr 19, 2024 | Prediction | CodeCode Available | 0 |
| FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving | Apr 19, 2024 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers | Apr 19, 2024 | PredictionSegmentation | —Unverified | 0 |
| Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment | Apr 19, 2024 | Diagnosticimage-classification | —Unverified | 0 |
| Contract Scheduling with Distributional and Multiple Advice | Apr 18, 2024 | PredictionScheduling | —Unverified | 0 |
| Non-Invasive Suicide Risk Prediction Through Speech Analysis | Apr 18, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
