Augment on Manifold: Mixup Regularization with UMAP

Yousef El-Laham, Elizabeth Fons, Dillon Daudert +1

Data augmentation techniques play an important role in enhancing the performance of deep learning models. Despite their proven benefits in computer vision tasks, their application…