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Ensemble Learning

Papers

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Showing 51–100 of 1207 papers

TitleStatusHype
A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scansCode1
Handling Inter-class and Intra-class Imbalance in Class-imbalanced LearningCode1
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsCode1
Using Transformer based Ensemble Learning to classify Scientific ArticlesCode1
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes ChallengeCode1
Deep Network Ensemble Learning applied to Image Classification using CNN TreesCode1
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge TracingCode1
A Multimodal Framework for the Detection of Hateful MemesCode1
Adversarial Deep Ensemble: Evasion Attacks and Defenses for Malware DetectionCode1
S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp SegmentationCode1
PREFER: Prompt Ensemble Learning via Feedback-Reflect-RefineCode1
Personalized Privacy Protection Mask Against Unauthorized Facial RecognitionCode1
Ensemble Learning for Spectral ClusteringCode1
Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity MeasuresCode1
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural NetworksCode1
Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecastingCode1
Ensemble learning priors unfolding for scalable Snapshot Compressive SensingCode1
Ensemble Learning using Transformers and Convolutional Networks for Masked Face RecognitionCode1
Federated Cross Learning for Medical Image SegmentationCode1
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in ClassificationCode1
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLPCode1
A Survey of Historical Learning: Learning Models with Learning HistoryCode1
A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluationCode1
Few-Shot Specific Emitter Identification via Deep Metric Ensemble LearningCode1
A Broad Ensemble Learning System for Drifting Stream ClassificationCode1
Intent-aware Ranking Ensemble for Personalized RecommendationCode1
General audio tagging with ensembling convolutional neural network and statistical featuresCode1
ILNet: Low-level Matters for Salient Infrared Small Target DetectionCode1
Intrinsic Certified Robustness of Bagging against Data Poisoning AttacksCode1
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code SearchCode1
Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Learning Over Molecular Conformer Ensembles: Datasets and BenchmarksCode1
Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray ImagesCode1
LRSAA: Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
BoostTree and BoostForest for Ensemble LearningCode1
RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot DetectionCode1
AKHCRNet: Bengali Handwritten Character Recognition Using Deep LearningCode1
Multiple Expert Brainstorming for Domain Adaptive Person Re-identificationCode1
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
A Deep Learning Approach to Unsupervised Ensemble LearningCode0
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement LearningCode0
A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity AssessmentCode0
A Comparative Study of Machine Learning Models for Predicting the State of Reactive MixingCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction ModelsCode0
Network Fission Ensembles for Low-Cost Self-EnsemblesCode0
Distractor Generation for Multiple Choice Questions Using Learning to RankCode0
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic EsophagitisCode0
A Comparative Analysis of the Ensemble Methods for Drug DesignCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified