@article{countlooptrainingfreehighinstanceimagege,
  title = {CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance},
  author = {Anindya Mondal and Ayan Banerjee and Sauradip Nag and Josep Llados and Xiatian Zhu and Anjan Dutta},
  year = {2025},
  eprint = {2508.16644},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.16644},
}