Hongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen
Vision transformer;Learning;Generalization;Sample comeplxity;Token sparsification;Theory
A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity