π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation

Chengyue Wu, Teng Wang, Yixiao Ge, Zeyu Lu, Ruisong Zhou, Ying Shan, Ping Luo. π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 37713-37727, PMLR, 2023. [doi]

@inproceedings{WuWGLZSL23,
  title = {π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation},
  author = {Chengyue Wu and Teng Wang and Yixiao Ge and Zeyu Lu and Ruisong Zhou and Ying Shan and Ping Luo},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/wu23t.html},
  researchr = {https://researchr.org/publication/WuWGLZSL23},
  cites = {0},
  citedby = {0},
  pages = {37713-37727},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}