83 citations · 83 across the 2 of their papers we have counts for
2 papers
cs.LG2022
StatMix: Data augmentation method that relies on image statistics in federated learning
Dominik Lewy, Jacek Mańdziuk, Maria Ganzha +1
Availability of large amount of annotated data is one of the pillars of deep learning success. Although numerous big datasets have been made available for research, this is often n…
cs.CV2021★ 83 cited
An overview of mixing augmentation methods and augmentation strategies
Dominik Lewy, Jacek Mańdziuk
Deep Convolutional Neural Networks have made an incredible progress in many Computer Vision tasks. This progress, however, often relies on the availability of large amounts of the…