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Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification

IEEE signal processing letters, 2024, Vol.31, p.1-5

2024

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Neural Architecture Search-based Few-shot Learning for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-1

2024

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A novel hybrid supervised and unsupervised hierarchical ensemble for COVID-19 cases and mortality prediction

Scientific reports, 2024-04, Vol.14 (1), p.9782-9782

2024

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Deep self-supervised machine learning algorithms with a novel feature elimination and selection approaches for blood test-based multi-dimensional health risks classification

BMC bioinformatics, 2024-03, Vol.25 (1), p.103-103

2024

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Anonymous Traffic Detection Based on Feature Engineering and Reinforcement Learning

Sensors (Basel, Switzerland), 2024-04, Vol.24 (7), p.2295

2024

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TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning

Neural processing letters, 2024-08, Vol.56 (3), p.167

2024

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A Novel Fault Diagnosis Method of High-Speed Train Based on Few-Shot Learning

Entropy (Basel, Switzerland), 2024-05, Vol.26 (5), p.428

2024

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Attention-Based Contrastive Learning for Few-Shot Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-17

2024

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IEEE_Xplore

Personalized Multiparty Few-Shot Learning for Remote Sensing Scene Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-15

2024

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Kidney Tumor Classification on CT Images Using Self-Supervised Learning

Computers in biology and medicine, 2024-06, Vol.176, p.108554-108554, Article 108554

2024

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Self supervised learning based emotion recognition using physiological signals

Frontiers in human neuroscience, 2024-04, Vol.18, p.1334721-1334721

2024

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On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging

Computers in biology and medicine, 2024-05, Vol.174, p.108430-108430, Article 108430

2024

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Fine-Grained Self-Supervised Learning with Jigsaw puzzles for medical image classification

Computers in biology and medicine, 2024-05, Vol.174, p.108460-108460, Article 108460

2024

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MLR-SimSiam: A Contrastive Pretraining Model Based on Polarimetric Jittering and Mutual Learning Regularizer for PolSAR Image Classification

IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-5

2024

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Online continual streaming learning for embedded space applications

Journal of real-time image processing, 2024-05, Vol.21 (3), p.68

2024

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Supervised representation learning based on various levels of pediatric radiographic views for transfer learning

Scientific reports, 2024-03, Vol.14 (1), p.7551-7551

2024

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Progressive Self-Supervised Pretraining for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1

2024

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Multiscale attention for few‐shot image classification

Computational intelligence, 2024-04, Vol.40 (2), p.n/a

2024

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LaANIL: ANIL with Look-Ahead Meta-Optimization and Data Parallelism

Electronics (Basel), 2024-04, Vol.13 (8), p.1585

2024

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Self-supervised learning guided by SAR image factors for terrain classification

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-1

2024

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IEEE_Xplore

Fortifying Centers and Edges: Multidomain Feature Learning Meets Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-16

2024

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IEEE_Xplore

TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-1

2024

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IEEE_Xplore

DECOR: Dynamic Decoupling and Multiobjective Optimization for Long-Tailed Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-17

2024

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IEEE_Xplore

Tire mode shape categorization using Zernike annular moment and machine learning classification

Scientific reports, 2024-04, Vol.14 (1), p.9482-9482

2024

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Consequential Advancements of Self-Supervised Learning in Deep Learning Contexts

Mathematics (Basel), 2024-03, Vol.12 (5), p.758

2024

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1 – 25 von 2.442

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Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification

Neural Architecture Search-based Few-shot Learning for Hyperspectral Image Classification

A novel hybrid supervised and unsupervised hierarchical ensemble for COVID-19 cases and mortality prediction

Deep self-supervised machine learning algorithms with a novel feature elimination and selection approaches for blood test-based multi-dimensional health risks classification

Anonymous Traffic Detection Based on Feature Engineering and Reinforcement Learning

TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning

A Novel Fault Diagnosis Method of High-Speed Train Based on Few-Shot Learning

Attention-Based Contrastive Learning for Few-Shot Remote Sensing Image Classification

Personalized Multiparty Few-Shot Learning for Remote Sensing Scene Classification

Kidney Tumor Classification on CT Images Using Self-Supervised Learning

Self supervised learning based emotion recognition using physiological signals

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging

Fine-Grained Self-Supervised Learning with Jigsaw puzzles for medical image classification

MLR-SimSiam: A Contrastive Pretraining Model Based on Polarimetric Jittering and Mutual Learning Regularizer for PolSAR Image Classification

Online continual streaming learning for embedded space applications

Supervised representation learning based on various levels of pediatric radiographic views for transfer learning

Progressive Self-Supervised Pretraining for Hyperspectral Image Classification

Multiscale attention for few‐shot image classification

LaANIL: ANIL with Look-Ahead Meta-Optimization and Data Parallelism

Self-supervised learning guided by SAR image factors for terrain classification

Fortifying Centers and Edges: Multidomain Feature Learning Meets Hyperspectral Image Classification

TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification

DECOR: Dynamic Decoupling and Multiobjective Optimization for Long-Tailed Remote Sensing Image Classification

Tire mode shape categorization using Zernike annular moment and machine learning classification

Consequential Advancements of Self-Supervised Learning in Deep Learning Contexts

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