@article{diffusionmodelswithadaptivenegativesampl,
  title = {Diffusion Models with Adaptive Negative Sampling Without External Resources},
  author = {Alakh Desai and Nuno Vasconcelos},
  year = {2025},
  eprint = {2508.02973},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.02973},
}