@article{boostingdomaingeneralizedandadaptive, title = {Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability}, author = {Boyong He and Yuxiang Ji and Zhuoyue Tan and Liaoni Wu}, year = {2025}, eprint = {2506.21042}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.21042v1}, }