15 citations · 25 across the 10 of their papers we have counts for
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cs.SD2023★ 4 cited
AudRandAug: Random Image Augmentations for Audio Classification
Teerath Kumar, Muhammad Turab, Alessandra Mileo +2
Data augmentation has proven to be effective in training neural networks. Recently, a method called RandAug was proposed, randomly selecting data augmentation techniques from a pre…
cs.CV2023★ 15 cited
Image Data Augmentation Approaches: A Comprehensive Survey and Future directions
Teerath Kumar, Alessandra Mileo, Rob Brennan +1
Deep learning (DL) algorithms have shown significant performance in various computer vision tasks. However, having limited labelled data lead to a network overfitting problem, wher…