@article{sidiffagentselfimprovingdiffusionagent,
  title = {SIDiffAgent: Self-Improving Diffusion Agent},
  author = {Shivank Garg and Ayush Singh and Gaurav Kumar Nayak},
  year = {2026},
  eprint = {2602.02051},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.02051},
}