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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
Connecting Low-Loss Subspace for Personalized Federated LearningCode1
Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active LearningCode1
TCE at Qur'an QA 2022: Arabic Language Question Answering Over Holy Qur'an Using a Post-Processed Ensemble of BERT-based ModelsCode1
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsCode1
Using Transformer based Ensemble Learning to classify Scientific ArticlesCode1
VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatementsCode1
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over TimeCode1
Representation Topology Divergence: A Method for Comparing Neural Network RepresentationsCode1
Promoting High Diversity Ensemble Learning with EnsembleBenchCode1
Multi-teacher knowledge distillation as an effective method for compressing ensembles of neural networksCode1
Multiple Expert Brainstorming for Domain Adaptive Person Re-identificationCode1
A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble LearningCode1
Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity MeasuresCode1
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
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural NetworksCode1
Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray ImagesCode1
CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program RepairCode1
BoostTree and BoostForest for Ensemble LearningCode1
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes ChallengeCode1
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge TracingCode1
Federated Cross Learning for Medical Image SegmentationCode1
Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecastingCode1
A Broad Ensemble Learning System for Drifting Stream ClassificationCode1
Ensemble learning priors unfolding for scalable Snapshot Compressive SensingCode1
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object TrackingCode1
Personalized Privacy Protection Mask Against Unauthorized Facial RecognitionCode1
Federated Ensemble-Directed Offline Reinforcement LearningCode1
Few-Shot Specific Emitter Identification via Deep Metric Ensemble LearningCode1
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic SparsityCode1
General audio tagging with ensembling convolutional neural network and statistical featuresCode1
Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble LearningCode1
In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow UnderstandingCode1
Intrinsic Certified Robustness of Bagging against Data Poisoning AttacksCode1
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code SearchCode1
AKHCRNet: Bengali Handwritten Character Recognition Using Deep LearningCode1
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended VersionCode1
A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems—0
A Comparative Study of Machine Learning and Deep Learning Techniques for Prediction of Co2 Emission in Cars—0
An ensemble learning framework based on group decision making—0
A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts—0
A Decomposition-Based Hybrid Ensemble CNN Framework for Driver Fatigue Recognition—0
Two-stage Best-scored Random Forest for Large-scale Regression—0
An ensemble learning method for scene classification based on Hidden Markov Model image representation—0
Addressing the Gaps in Early Dementia Detection: A Path Towards Enhanced Diagnostic Models through Machine Learning—0
Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity—0
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer—0
Addressing Bias Through Ensemble Learning and Regularized Fine-Tuning—0
Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified