| Better & Faster Large Language Models via Multi-token Prediction | Apr 30, 2024 | HumanEvalmbpp | CodeCode Available | 1 |
| Provably Robust Conformal Prediction with Improved Efficiency | Apr 30, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| MoST: Multi-modality Scene Tokenization for Motion Prediction | Apr 30, 2024 | General Knowledgemotion prediction | —Unverified | 0 |
| Longitudinal Mammogram Risk Prediction | Apr 29, 2024 | Prediction | CodeCode Available | 0 |
| Unsupervised Dynamics Prediction with Object-Centric Kinematics | Apr 29, 2024 | ObjectPrediction | —Unverified | 0 |
| CVTN: Cross Variable and Temporal Integration for Time Series Forecasting | Apr 29, 2024 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 |
| Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection | Apr 29, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Retrieval-Oriented Knowledge for Click-Through Rate Prediction | Apr 28, 2024 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 |
| Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks | Apr 27, 2024 | Adversarial RobustnessPrediction | —Unverified | 0 |
| pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning | Apr 27, 2024 | Federated LearningPersonalized Federated Learning | CodeCode Available | 0 |
| Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank | Apr 26, 2024 | Disease PredictionPrediction | CodeCode Available | 0 |
| Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events | Apr 26, 2024 | Deep LearningPrediction | CodeCode Available | 0 |
| DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting | Apr 26, 2024 | PredictionTime Series | —Unverified | 0 |
| Conformal Prediction with Learned Features | Apr 26, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Machine Learning based prediction of Vanadium Redox Flow Battery temperature rise under different charge-discharge conditions | Apr 26, 2024 | ManagementPrediction | —Unverified | 0 |
| Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT | Apr 26, 2024 | Prediction | CodeCode Available | 0 |
| Deep Evidential Learning for Radiotherapy Dose Prediction | Apr 26, 2024 | PredictionUncertainty Quantification | —Unverified | 0 |
| Stability-Oriented Prediction Horizons Design of Generalized Predictive Control for DC/DC Boost Converter | Apr 25, 2024 | Prediction | —Unverified | 0 |
| Neural Interaction Energy for Multi-Agent Trajectory Prediction | Apr 25, 2024 | PredictionTrajectory Prediction | —Unverified | 0 |
| Distribution-free Conformal Prediction for Ordinal Classification | Apr 25, 2024 | ClassificationConformal Prediction | —Unverified | 0 |
| Surprisingly Strong Performance Prediction with Neural Graph Features | Apr 25, 2024 | Neural Architecture SearchPrediction | CodeCode Available | 0 |
| Global Concept Explanations for Graphs by Contrastive Learning | Apr 25, 2024 | Contrastive LearningFairness | CodeCode Available | 1 |
| ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination Prediction | Apr 24, 2024 | PredictionScheduling | CodeCode Available | 1 |
| Introducing EEG Analyses to Help Personal Music Preference Prediction | Apr 24, 2024 | EEGPrediction | CodeCode Available | 0 |
| Knowledge Graph Completion using Structural and Textual Embeddings | Apr 24, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| 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 |