199 citations · 209 across the 32 of their papers we have counts for
3 papers · 1 filter
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification
Suorong Yang, Jinqiao Li, Jian Zhao +1
Data augmentation is a widely used technique for enhancing the generalization ability of convolutional neural networks (CNNs) in image classification tasks. Occlusion is a critical…
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information
Yuanjie Yan, Suorong Yang, Yan Wang +2
Image transformation, a class of vision and graphics problems whose goal is to learn the mapping between an input image and an output image, develops rapidly in the context of deep…
Image Data Augmentation for Deep Learning: A Survey
Suorong Yang, Weikang Xiao, Mengchen Zhang +3
Deep learning has achieved remarkable results in many computer vision tasks. Deep neural networks typically rely on large amounts of training data to avoid overfitting. However, la…