Official repository of URM: Single Domain Generalization for Few-Shot Counting via Universal Representation Matching (CVPR 2025).

We also released our implementation code of MPCount for few-shot counting to support research on approaches without external knowledge and sub-domain division.

If you find this repository useful for your research, please use the following:

@inproceedings{chen2025single,
  title={Single Domain Generalization for Few-Shot Counting via Universal Representation Matching},
  author={Chen, Xianing and Huo, Si and Jiang, Borui and Hu, Hailin and Chen, Xinghao},
  booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference},
  pages={4639--4649},
  year={2025}
}