@misc{martnishn2026layer,
  title={Layer-wise Derivative Controlled Networks Achieve Competitive Accuracy and Gradient Stability Across Data Regimes},
  author={Rowan Martnishn},
  year={2026},
  eprint={2606.07908},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2606.07908}
}