Scaling Laws for Data-Efficient Visual Transfer Learning

Wenxuan Yang, Qingqv Wei, Chenxi Ma, Weimin Tan, Bo Yan. Scaling Laws for Data-Efficient Visual Transfer Learning. In Cathal Gurrin, Klaus Schoeffmann, Min Zhang, Luca Rossetto, Stevan Rudinac, Duc-Tien Dang-Nguyen, Wen-Huang Cheng, Phoebe Chen, Jenny Benois-Pineau, editors, Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025. pages 2968-2976, ACM, 2025. [doi]

@inproceedings{YangWMTY25,
  title = {Scaling Laws for Data-Efficient Visual Transfer Learning},
  author = {Wenxuan Yang and Qingqv Wei and Chenxi Ma and Weimin Tan and Bo Yan},
  year = {2025},
  doi = {10.1145/3746027.3754916},
  url = {https://doi.org/10.1145/3746027.3754916},
  researchr = {https://researchr.org/publication/YangWMTY25},
  cites = {0},
  citedby = {0},
  pages = {2968-2976},
  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025},
  editor = {Cathal Gurrin and Klaus Schoeffmann and Min Zhang and Luca Rossetto and Stevan Rudinac and Duc-Tien Dang-Nguyen and Wen-Huang Cheng and Phoebe Chen and Jenny Benois-Pineau},
  publisher = {ACM},
  isbn = {979-8-4007-2035-2},
}