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Ensemble Learning

Papers

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Showing 551–600 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
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic—0
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language—0
taochen at SemEval-2022 Task 5: Multimodal Multitask Learning and Ensemble Learning—0
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity—0
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification—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
A Joint Framework for Ancient Chinese WS and POS Tagging Based on Adversarial Ensemble Learning—0
TCE at Qur’an QA 2022: Arabic Language Question Answering Over Holy Qur’an Using a Post-Processed Ensemble of BERT-based ModelsCode1
Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking—0
A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare—0
Ensemble2: Anomaly Detection via EVT-Ensemble Framework for Seasonal KPIs in Communication Network—0
Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel—0
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer—0
Linear Algorithms for Robust and Scalable Nonparametric Multiclass Probability EstimationCode0
Rethinking Fano's Inequality in Ensemble LearningCode1
Data-Efficient Modeling for Precise Power Consumption Estimation of Quadrotor Operations Using Ensemble Learning—0
On the Calibration of Probabilistic Classifier Sets—0
A Novel Weighted Ensemble Learning Based Agent for the Werewolf Game—0
CLCNet: Rethinking of Ensemble Modeling with Classification Confidence NetworkCode1
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
On some studies of Fraud Detection Pipeline and related issues from the scope of Ensemble Learning and Graph-based Learning—0
Automatic Stack Velocity Picking Using an Unsupervised Ensemble Learning Method—0
Lifelong Ensemble Learning based on Multiple Representations for Few-Shot Object Recognition—0
Ensemble pruning via an integer programming approach with diversity constraints—0
SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion—0
DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes—0
Real-Time Detection of False Readings in Smart Grid AMI Using Deep and Ensemble Learning research model code github—0
An Online Ensemble Learning Model for Detecting Attacks in Wireless Sensor Networks—0
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning—0
Predicting highway lane-changing maneuvers: A benchmark analysis of machine and ensemble learning algorithms—0
Fetal Brain Tissue Annotation and Segmentation Challenge Results—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified