@article{whengenerativeaugmentationhurtsabenchmar,
  title = {When Generative Augmentation Hurts: A Benchmark Study of GAN and Diffusion Models for Bias Correction in AI Classification Systems},
  author = {Shesh Narayan Gupta and Nik Bear Brown},
  year = {2026},
  eprint = {2603.16134},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.16134},
}