| EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models | Oct 30, 2024 | DeblurringEnsemble Learning | CodeCode Available | 2 |
| Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration | Apr 19, 2024 | Ensemble Learning | CodeCode Available | 2 |
| Minusformer: Improving Time Series Forecasting by Progressively Learning Residuals | Feb 4, 2024 | Ensemble LearningTime Series | CodeCode Available | 2 |
| Exploring Color Invariance through Image-Level Ensemble Learning | Jan 19, 2024 | Data AugmentationEnsemble Learning | CodeCode Available | 2 |
| A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles | Jan 27, 2022 | Autonomous VehiclesCyber Attack Detection | CodeCode Available | 2 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety Assessment | Mar 19, 2025 | Ensemble LearningMulti-Armed Bandits | CodeCode Available | 1 |
| Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration | Dec 14, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs | Dec 10, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| LRSAA: Large-scale Remote Sensing Image Target Recognition and Automatic Annotation | Nov 24, 2024 | Ensemble LearningObject | CodeCode Available | 1 |
| Large-scale Remote Sensing Image Target Recognition and Automatic Annotation | Nov 12, 2024 | Ensemble LearningObject | CodeCode Available | 1 |
| Offline Model-Based Optimization by Learning to Rank | Oct 15, 2024 | Ensemble LearningLearning-To-Rank | CodeCode Available | 1 |
| In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding | Sep 24, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 |
| EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification | Sep 2, 2024 | Ensemble Learning | CodeCode Available | 1 |
| Personalized Privacy Protection Mask Against Unauthorized Facial Recognition | Jul 19, 2024 | DiversityEnsemble Learning | CodeCode Available | 1 |
| Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures | May 3, 2024 | Clone DetectionCode Search | CodeCode Available | 1 |
| Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets | Apr 15, 2024 | Ensemble LearningImage Enhancement | CodeCode Available | 1 |
| Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning | Feb 1, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 |
| Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting | Dec 29, 2023 | AttributeEnsemble Learning | CodeCode Available | 1 |
| Double Machine Learning for Static Panel Models with Fixed Effects | Dec 13, 2023 | Causal InferenceEnsemble Learning | CodeCode Available | 1 |
| UTBoost: Gradient Boosted Decision Trees for Uplift Modeling | Dec 5, 2023 | counterfactualEnsemble Learning | CodeCode Available | 1 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Relation-aware Ensemble Learning for Knowledge Graph Embedding | Oct 13, 2023 | Ensemble LearningGraph Embedding | CodeCode Available | 1 |
| Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks | Sep 29, 2023 | Drug DiscoveryEnsemble Learning | CodeCode Available | 1 |
| ILNet: Low-level Matters for Salient Infrared Small Target Detection | Sep 24, 2023 | Ensemble Learning | CodeCode Available | 1 |
