| Ensemble learning priors unfolding for scalable Snapshot Compressive Sensing | Jan 25, 2022 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| Representation Topology Divergence: A Method for Comparing Neural Network Representations | Dec 31, 2021 | DisentanglementEnsemble Learning | CodeCode Available | 1 |
| VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements | Dec 20, 2021 | Ensemble Learning | CodeCode Available | 1 |
| Handling Inter-class and Intra-class Imbalance in Class-imbalanced Learning | Nov 24, 2021 | Ensemble Learning | CodeCode Available | 1 |
| IMBENS: Ensemble Class-imbalanced Learning in Python | Nov 24, 2021 | Ensemble Learning | CodeCode Available | 1 |
| Mixed-Integer Optimization with Constraint Learning | Nov 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| A Broad Ensemble Learning System for Drifting Stream Classification | Oct 7, 2021 | ClassificationEnsemble Learning | CodeCode Available | 1 |
| Connecting Low-Loss Subspace for Personalized Federated Learning | Sep 16, 2021 | Ensemble LearningFederated Learning | CodeCode Available | 1 |
| Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray Images | Sep 9, 2021 | COVID-19 DiagnosisEnsemble Learning | CodeCode Available | 1 |
| Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search | Jul 10, 2021 | Code SearchData Augmentation | CodeCode Available | 1 |
| Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity | Jun 28, 2021 | AllEnsemble Learning | CodeCode Available | 1 |
| Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning | Apr 24, 2021 | Active LearningAnomaly Detection | CodeCode Available | 1 |
| A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning | Apr 18, 2021 | Ensemble LearningImage Dehazing | CodeCode Available | 1 |
| Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models | Mar 26, 2021 | Disease PredictionEnsemble Learning | CodeCode Available | 1 |
| Using Transformer based Ensemble Learning to classify Scientific Articles | Feb 19, 2021 | ArticlesEnsemble Learning | CodeCode Available | 1 |
| Deep Ensemble Learning-based Approach to Real-time Power System State Estimation | Jan 10, 2021 | Ensemble LearningState Estimation | CodeCode Available | 1 |
| A Multimodal Framework for the Detection of Hateful Memes | Dec 23, 2020 | Ensemble LearningMultimodal Reasoning | CodeCode Available | 1 |
| Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge | Dec 23, 2020 | Ensemble LearningMeme Classification | CodeCode Available | 1 |
| Masksembles for Uncertainty Estimation | Dec 15, 2020 | Classifier calibrationEnsemble Learning | CodeCode Available | 1 |
| Ensemble Learning for Spectral Clustering | Nov 20, 2020 | ClusteringEnsemble Learning | CodeCode Available | 1 |
| Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble | Nov 1, 2020 | Domain AdaptationEnsemble Learning | CodeCode Available | 1 |
| Road Damage Detection using Deep Ensemble Learning | Oct 30, 2020 | Ensemble LearningManagement | CodeCode Available | 1 |
| Promoting High Diversity Ensemble Learning with EnsembleBench | Oct 20, 2020 | BenchmarkingDiversity | CodeCode Available | 1 |
| AKHCRNet: Bengali Handwritten Character Recognition Using Deep Learning | Aug 29, 2020 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks | Aug 11, 2020 | Data PoisoningEnsemble Learning | CodeCode Available | 1 |
| Deep Network Ensemble Learning applied to Image Classification using CNN Trees | Jul 23, 2020 | Ensemble LearningGeneral Classification | CodeCode Available | 1 |
| CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair | Jul 18, 2020 | Ensemble LearningMachine Translation | CodeCode Available | 1 |
| SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning | Jul 9, 2020 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Multiple Expert Brainstorming for Domain Adaptive Person Re-identification | Jul 3, 2020 | Domain Adaptive Person Re-IdentificationEnsemble Learning | CodeCode Available | 1 |
| Adversarial Deep Ensemble: Evasion Attacks and Defenses for Malware Detection | Jun 30, 2020 | Ensemble LearningMalware Detection | CodeCode Available | 1 |
| A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans | May 22, 2020 | Computed Tomography (CT)Ensemble Learning | CodeCode Available | 1 |
| Sample Efficient Ensemble Learning with Catalyst.RL | Mar 29, 2020 | Ensemble Learningreinforcement-learning | CodeCode Available | 1 |
| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 |
| Isolation Mondrian Forest for Batch and Online Anomaly Detection | Mar 8, 2020 | Anomaly DetectionEnsemble Learning | CodeCode Available | 1 |
| Tree-based Intelligent Intrusion Detection System in Internet of Vehicles | Oct 18, 2019 | Autonomous VehiclesEnsemble Learning | CodeCode Available | 1 |
| General audio tagging with ensembling convolutional neural network and statistical features | Oct 30, 2018 | Audio TaggingDescriptive | CodeCode Available | 1 |
| SEGEN: Sample-Ensemble Genetic Evolutional Network Model | Mar 23, 2018 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listings at Etsy | Nov 4, 2017 | Click-Through Rate PredictionEnsemble Learning | CodeCode Available | 1 |
| Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization | Jul 17, 2025 | Domain GeneralizationEnsemble Learning | CodeCode Available | 0 |
| Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning | Jun 25, 2025 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
| MEL: Multi-level Ensemble Learning for Resource-Constrained Environments | Jun 25, 2025 | Ensemble Learning | —Unverified | 0 |
| Learning Personalized Utility Functions for Drivers in Ride-hailing Systems Using Ensemble Hypernetworks | Jun 21, 2025 | Ensemble LearningUncertainty Quantification | —Unverified | 0 |
| RocketStack: A level-aware deep recursive ensemble learning framework with exploratory feature fusion and model pruning dynamics | Jun 20, 2025 | Ensemble Learning | —Unverified | 0 |
| A Model-Mediated Stacked Ensemble Approach for Depression Prediction Among Professionals | Jun 17, 2025 | Ensemble Learning | —Unverified | 0 |
| ESRPCB: an Edge guided Super-Resolution model and Ensemble learning for tiny Printed Circuit Board Defect detection | Jun 16, 2025 | Defect DetectionEnsemble Learning | —Unverified | 0 |
| An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia | Jun 12, 2025 | Ensemble LearningInterpretable Machine Learning | —Unverified | 0 |
| ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025 | Jun 12, 2025 | Cross-Modal RetrievalEnsemble Learning | CodeCode Available | 0 |
| Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction | Jun 11, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| Spatiotemporal deep learning models for detection of rapid intensification in cyclones | Jun 10, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting | Jun 9, 2025 | Algorithmic TradingEnsemble Learning | —Unverified | 0 |
