Jul 2026
InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation
InstructMixup is proposed, a data augmentation method that constructs challenging yet label-consistent training samples entirely within a single visual sample, and outperforms nine competing augmentation methods, surpassing the strongest baseline across all benchmarks.
Khawar Islam, Arif Mahmood, Xin Jin et al.
· arXiv.org · 1 citation