Ctrl-A: Control-Driven Machine Learning using Adaptive Online Data Augmentation.

arXiv:2603.21819v2 Announce Type: replace-cross Abstract: We introduce ControlAugment (Ctrl-A), an automated data augmentation algorithm for image-vision tasks, which incorporates principles from control theory for online adjustment of augmentation strength di