SOTAVerified

Ensemble Learning

Papers

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Showing 151–200 of 1207 papers

TitleStatusHype
MOZART: Ensembling Approach for COVID-19 Detection using Chest X-Ray Imagery—0
Bank Loan Prediction Using Machine Learning Techniques—0
Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identification—0
Towards Trustworthy Web Attack Detection: An Uncertainty-Aware Ensemble Deep Kernel Learning Model—0
AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning—0
PFGuard: A Generative Framework with Privacy and Fairness Safeguards—0
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI—0
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble LearningCode0
Remaining Useful Life Prediction for Batteries Utilizing an Explainable AI Approach with a Predictive Application for Decision-Making—0
Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning—0
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain—0
In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow UnderstandingCode1
Improving Academic Skills Assessment with NLP and Ensemble Learning—0
HW-TSC's Submission to the CCMT 2024 Machine Translation Tasks—0
Choose the Final Translation from NMT and LLM hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task—0
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
An Instance-based Plus Ensemble Learning Method for Classification of Scientific Papers—0
When SparseMoE Meets Noisy Interactions: An Ensemble View on Denoising RecommendationCode0
A Margin-Maximizing Fine-Grained Ensemble MethodCode0
Enhancing Printed Circuit Board Defect Detection through Ensemble Learning—0
LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free ApproachCode0
DVS: Blood cancer detection using novel CNN-based ensemble approach—0
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized LearningCode0
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series—0
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRICode0
Dividable Configuration Performance Learning—0
Automate Strategy Finding with LLM in Quant Investment—0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Addressing the Gaps in Early Dementia Detection: A Path Towards Enhanced Diagnostic Models through Machine Learning—0
Text-Guided Mixup Towards Long-Tailed Image CategorizationCode0
OpenFact at CheckThat! 2024: Combining Multiple Attack Methods for Effective Adversarial Text Generation—0
Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes—0
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in ClassificationCode1
Enhancing Customer Churn Prediction in Telecommunications: An Adaptive Ensemble Learning Approach—0
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks—0
Estimating Uncertainty with Implicit Quantile Network—0
Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented FrameworkCode0
Identifying Technical Debt and Its Types Across Diverse Software Projects Issues—0
Ranking and Combining Latent Structured Predictive Scores without Labeled Data—0
Uncertainty Quantification in Alzheimer's Disease Progression Modeling—0
A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs—0
Ensemble BERT: A student social network text sentiment classification model based on ensemble learning and BERT architecture—0
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning—0
Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method—0
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped ConvolutionCode0
Network Fission Ensembles for Low-Cost Self-EnsemblesCode0
A multi-task deep learning approach for lane-level pavement performance prediction with segment-level data—0
Towards Open-Set Myoelectric Gesture Recognition via Dual-Perspective Inconsistency Learning—0
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified