@article{featuredynamicsasimplicitdataaugmentatio, title = {Feature Dynamics as Implicit Data Augmentation: A Depth-Decomposed View on Deep Neural Network Generalization}, author = {Tianyu Ruan and Kuo Gai and Shihua Zhang}, year = {2025}, eprint = {2509.20334}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.20334}, }