@article{smalllargecollaborationtrainingefficient, title = {Small-Large Collaboration: Training-efficient Concept Personalization for Large VLM using a Meta Personalized Small VLM}, author = {Sihan Yang and Huitong Ji and Shaolin Lu and Jiayi Chen and Binxiao Xu and Ming Lu and Yuanxing Zhang and Wenhui Dong and Wentao Zhang}, year = {2025}, eprint = {2508.07260}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.07260}, }