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Ensemble Learning

Papers

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Showing 751–800 of 1207 papers

TitleStatusHype
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning—0
A Bytecode-based Approach for Smart Contract Classification—0
Early Exiting with Ensemble Internal Classifiers—0
Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification—0
Mixture of ELM based experts with trainable gating network—0
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond—0
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference PerspectiveCode0
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction—0
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections—0
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain AdaptationCode0
Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active LearningCode1
A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning—0
Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images—0
Assessing Validity of Static Analysis Warnings using Ensemble Learning—0
A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble LearningCode1
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering—0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation—0
SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction—0
Ensemble deep learning: A review—0
Detecting of multi-modality in probabilistic regression models—0
Environmental sound analysis with mixup based multitask learning and cross-task fusion—0
Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation—0
Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification—0
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning ModelsCode1
Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning—0
Self-paced ensemble learning for speech and audio classification—0
Domain Generalization using Ensemble Learning—0
KU-HAR: An open dataset for heterogeneous human activity recognitionCode0
Diversified Multiscale Graph Learning with Graph Self-Correction—0
Feature selection for medical diagnosis: Evaluation for using a hybrid Stacked-Genetic approach in the diagnosis of heart disease—0
Deep Neural Network Based Ensemble learning Algorithms for the healthcare system (diagnosis of chronic diseases)—0
Ensemble Learning with Manifold-Based Data Splitting for Noisy Label Correction—0
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification—0
On Ensemble LearningCode0
Lossless Compression and Generalization in Overparameterized Models: The Case of Boosting—0
Bad and good errors: value-weighted skill scores in deep ensemble learning—0
EaZy Learning: An Adaptive Variant of Ensemble Learning for Fingerprint Liveness Detection—0
Domain Generalization: A Survey—0
Performance Variability in Zero-Shot Classification—0
Uncertainty Quantification by Ensemble Learning for Computational Optical Form Measurements—0
Asymptotic Risk of Overparameterized Likelihood Models: Double Descent Theory for Deep Neural Networks—0
Progresses and Challenges in Link Prediction—0
Model-Attentive Ensemble Learning for Sequence Modeling—0
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification—0
Using Transformer based Ensemble Learning to classify Scientific ArticlesCode1
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning—0
Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified