@article{provablesampleefficienttransferlearning, title = {Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning}, author = {Ziheng Cheng and Tianyu Xie and Shiyue Zhang and Cheng Zhang}, year = {2025}, eprint = {2502.04491}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.04491v1}, }