@article{layerwisederivativecontrollednetworksach,
  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},
  url = {https://arxiv.org/abs/2606.07908},
}