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Arush Singhal, Umang Soni
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A systematic study of the class imbalance problem in convolutional neural networks
10.1016/j.neunet.2018.07.011 · 2018
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Squeeze-and-excitation networks
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A review on the attention mechanism of deep learning
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10.1016/j.patrec.2025.07.016 · 2025
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Photovoltaic fault detection algorithm based on theoretical curves modelling and fuzzy classification system
10.1016/j.energy.2017.08.102 · doi-reference
AnchorFormer: Differentiable anchor attention for efficient vision transformer
10.1016/j.patrec.2025.07.016 · doi-reference
A review on the attention mechanism of deep learning
10.1016/j.neucom.2021.03.091 · doi-reference
10.1007/978-3-030-01234-2_1
10.1007/978-3-030-01234-2_1 · doi-reference
Surface defect detection method for electronic panels based on double branching and decoupling head structure
10.1371/journal.pone.0279035 · doi-reference
10.1109/cvpr52734.2025.00964
10.1109/cvpr52734.2025.00964 · doi-reference
PDFL: Progressive discriminative feature learning for long-tailed recognition
10.1016/j.neucom.2025.130463 · doi-reference
IMMix: Class-imbalanced node classification via prototypical selective mixup augmentation
10.1016/j.patcog.2025.112749 · doi-reference
Decoupling representation learning and classifier for long-tailed adversarial training
10.1016/j.patcog.2025.112607 · doi-reference
LADC-Net: Lesion-aware dual-calibrated network for long-tailed medical image classification
10.1016/j.patcog.2026.113975 · doi-reference
A knowledge-guide hierarchical learning method for long-tailed image classification
10.1016/j.neucom.2022.01.006 · doi-reference
Dual focal loss to address class imbalance in semantic segmentation
10.1016/j.neucom.2021.07.055 · doi-reference
Survey on deep learning with class imbalance
10.1186/s40537-019-0192-5 · doi-reference
DBL: Dual-level balanced learning for long-tailed classification
10.1016/j.patcog.2025.112448 · doi-reference
DAFS: A distribution-aware hierarchical feature selection method for long-tailed classification
10.1016/j.patcog.2026.113218 · doi-reference
Improving tail-class representation with centroid contrastive learning
10.1016/j.patrec.2023.03.010 · doi-reference
Weight-guided class complementing for long-tailed image recognition
10.1016/j.patcog.2023.109374 · doi-reference
NCL++: Nested collaborative learning for long-tailed visual recognition
10.1016/j.patcog.2023.110064 · doi-reference
SMOTE: Synthetic minority over-sampling technique
10.1613/jair.953 · doi-reference
A comprehensive review of catastrophic faults in PV arrays: Types, detection, and mitigation techniques
10.1109/jphotov.2015.2397599 · doi-reference
A novel approach for efficient solar panel fault classification using coupled uDenseNet
10.3390/s23104918 · doi-reference
Deep learning
10.1038/nature14539 · doi-reference
Long-tailed visual recognition with deep models: A methodological survey and evaluation
10.1016/j.neucom.2022.08.031 · doi-reference
A systematic study of the class imbalance problem in convolutional neural networks
10.1016/j.neunet.2018.07.011 · doi-reference