SOTAVerified

Ensemble Learning

Papers

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Showing 401–450 of 1207 papers

TitleStatusHype
Lung cancer detection from thoracic CT scans using an ensemble of deep learning modelsCode0
GMISeg: General Medical Image Segmentation without Re-Training—0
Generalized super-resolution 4D Flow MRI x2013 using ensemble learning to extend across the cardiovascular systemCode0
Unsupervised Estimation of Ensemble Accuracy—0
LE-SSL-MOS: Self-Supervised Learning MOS Prediction with Listener Enhancement—0
Automated Heterogeneous Low-Bit Quantization of Multi-Model Deep Learning Inference Pipeline—0
Impact of HPO on AutoML Forecasting Ensembles—0
Extending Machine Learning-Based Early Sepsis Detection to Different Demographics—0
On Preserving the Knowledge of Long Clinical Texts—0
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents—0
Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records—0
End-to-end Feature Selection Approach for Learning Skinny TreesCode0
Multivessel Coronary Artery Segmentation and Stenosis Localisation using Ensemble Learning—0
Parcel loss prediction in last-mile delivery: deep and non-deep approaches with insights from Explainable AI—0
Crowd-Certain: Label Aggregation in Crowdsourced and Ensemble Learning Classification—0
Ensemble Learning for Graph Neural NetworksCode0
Private Synthetic Data Meets Ensemble Learning—0
Incentive Mechanism Design for Distributed Ensemble Learning—0
Identifying and examining machine learning biases on Adult dataset—0
Diversity from Human Feedback—0
Aggregated f-average Neural Network for Interpretable Ensembling—0
Improved Crop and Weed Detection with Diverse Data Ensemble Learning—0
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationCode0
Deep Model Fusion: A Survey—0
On the Effectiveness of Adversarial Samples against Ensemble Learning-based Windows PE Malware Detectors—0
Incorporating Ensemble and Transfer Learning For An End-To-End Auto-Colorized Image Detection Model—0
Object Classification Model Using Ensemble Learning with Gray-Level Co-Occurrence Matrix and Histogram Extraction—0
Lexical Squad@Multimodal Hate Speech Event Detection 2023: Multimodal Hate Speech Detection using Fused Ensemble ApproachCode0
Data-driven Preference Learning Methods for Sorting Problems with Multiple Temporal Criteria—0
Hand Gesture Recognition with Two Stage Approach Using Transfer Learning and Deep Ensemble Learning—0
Ensembling Multilingual Pre-Trained Models for Predicting Multi-Label Regression Emotion Share from Speech—0
New Bounds on the Accuracy of Majority Voting for Multi-Class Classification—0
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes—0
Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction—0
Constructive Incremental Learning for Fault Diagnosis of Rolling Bearings with Ensemble Domain Adaptation—0
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning—0
Solving Math Word Problem with Problem Type ClassificationCode0
Using Adamic-Adar Index Algorithm to Predict Volunteer Collaboration: Less is More—0
Uncertainty and Explainable Analysis of Machine Learning Model for Reconstruction of Sonic Slowness Logs—0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic EsophagitisCode0
MedMine: Examining Pre-trained Language Models on Medication MiningCode0
Secure Deep-JSCC Against Multiple Eavesdroppers—0
Transfer-Ensemble Learning based Deep Convolutional Neural Networks for Diabetic Retinopathy Classification—0
Artificial-Intelligence-Based Hybrid Extended Phase Shift Modulation for the Dual Active Bridge Converter with Full ZVS Range and Optimal Efficiency—0
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation—0
Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance—0
ATESA-BÆRT: A Heterogeneous Ensemble Learning Model for Aspect-Based Sentiment Analysis—0
EdgeConvEns: Convolutional Ensemble Learning for Edge Intelligence—0
ARC-NLP at Multimodal Hate Speech Event Detection 2023: Multimodal Methods Boosted by Ensemble Learning, Syntactical and Entity Features—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified