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Ensemble Learning

Papers

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Showing 551–575 of 1207 papers

TitleStatusHype
Few-Shot Specific Emitter Identification via Deep Metric Ensemble LearningCode1
A Hybrid Approach for Binary Classification of Imbalanced Data—0
A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity AssessmentCode0
TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers—0
taochen at SemEval-2022 Task 5: Multimodal Multitask Learning and Ensemble Learning—0
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic—0
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification—0
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity—0
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language—0
Multi-Task Learning to Capture Changes in Mood Over Time—0
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting—0
Envelope imbalanced ensemble model with deep sample learning and local-global structure consistency—0
Knowledge Distillation via Weighted Ensemble of Teaching Assistants—0
Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction—0
WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning—0
Hardness prediction of age-hardening aluminum alloy based on ensemble learning—0
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs—0
FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning—0
Click prediction boosting via Bayesian hyperparameter optimization based ensemble learning pipelines—0
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles—0
Towards Group Learning: Distributed Weighting of Experts—0
TCE at Qur'an QA 2022: Arabic Language Question Answering Over Holy Qur'an Using a Post-Processed Ensemble of BERT-based ModelsCode1
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning—0
BERT 4EVER@EvaHan 2022: Ancient Chinese Word Segmentation and Part-of-Speech Tagging Based on Adversarial Learning and Continual Pre-training—0
DTW at Qur’an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified