An Empirical Study of Data Scale, Model Complexity, and Input Modalities in Visual Generalization

Yidi Zhouluo

Modern deep neural networks usually have large parameter scales and nonlinear hierarchical structures, and they have achieved strong performance in computer vision. However, the so…