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Ensemble Learning

Papers

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Showing 1–50 of 1207 papers

TitleStatusHype
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture ModelsCode2
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel CollaborationCode2
Minusformer: Improving Time Series Forecasting by Progressively Learning ResidualsCode2
Exploring Color Invariance through Image-Level Ensemble LearningCode2
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of VehiclesCode2
Conformal prediction interval for dynamic time-seriesCode2
Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety AssessmentCode1
Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space ExplorationCode1
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsCode1
LRSAA: Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Offline Model-Based Optimization by Learning to RankCode1
In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow UnderstandingCode1
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in ClassificationCode1
Personalized Privacy Protection Mask Against Unauthorized Facial RecognitionCode1
Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity MeasuresCode1
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens DatasetsCode1
Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble LearningCode1
Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecastingCode1
Double Machine Learning for Static Panel Models with Fixed EffectsCode1
UTBoost: Gradient Boosted Decision Trees for Uplift ModelingCode1
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLPCode1
Relation-aware Ensemble Learning for Knowledge Graph EmbeddingCode1
Learning Over Molecular Conformer Ensembles: Datasets and BenchmarksCode1
ILNet: Low-level Matters for Salient Infrared Small Target DetectionCode1
PREFER: Prompt Ensemble Learning via Feedback-Reflect-RefineCode1
S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp SegmentationCode1
Federated Ensemble-Directed Offline Reinforcement LearningCode1
Intent-aware Ranking Ensemble for Personalized RecommendationCode1
RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot DetectionCode1
A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluationCode1
A Survey of Historical Learning: Learning Models with Learning HistoryCode1
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended VersionCode1
Multi-teacher knowledge distillation as an effective method for compressing ensembles of neural networksCode1
Fine-Grained Visual Classification via Internal Ensemble Learning TransformerCode1
SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning MethodCode1
On Reinforcement Learning for the Game of 2048Code1
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over TimeCode1
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge TracingCode1
Multimodal Forgery Detection Using Ensemble LearningCode1
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object TrackingCode1
Ensemble Learning using Transformers and Convolutional Networks for Masked Face RecognitionCode1
Few-Shot Specific Emitter Identification via Deep Metric Ensemble LearningCode1
TCE at Qur'an QA 2022: Arabic Language Question Answering Over Holy Qur'an Using a Post-Processed Ensemble of BERT-based ModelsCode1
TCE at Qur’an QA 2022: Arabic Language Question Answering Over Holy Qur’an Using a Post-Processed Ensemble of BERT-based ModelsCode1
Rethinking Fano's Inequality in Ensemble LearningCode1
CLCNet: Rethinking of Ensemble Modeling with Classification Confidence NetworkCode1
Federated Cross Learning for Medical Image SegmentationCode1
On Variance Estimation of Random Forests with Infinite-Order U-statisticsCode1
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural NetworksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified