Fine-tuning can cripple your foundation model; preserving features may be the solution

@article{mukhoti2023finetuning,
  title = {Fine-tuning can cripple your foundation model; preserving features may be the solution},
  author = {Jishnu Mukhoti and Y. Gal and Philip H. S. Torr and P. Dokania},
  year = {2023},
  journal = {Trans. Mach. Learn. Res.},
  eprint = {2308.13320},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2308.13320},
}