Isotropic Embedding Perturbations for Robust Vision Language Encoders

Hyesong Choi, Daeun Kim, Song Park +5

Data augmentation is fundamental to training modern deep vision and multimodal models. While individual methods, such as RandAug, CutMix, Mixup, RandErase, and DropPath, offer stro…