Impact of Noisy Supervision in Foundation Model Learning

Hao Chen 0102, Zihan Wang, Ran Tao 0013, Hongxin Wei, Xing Xie 0001, Masashi Sugiyama, Bhiksha Raj, Jindong Wang 0001. Impact of Noisy Supervision in Foundation Model Learning. IEEE Trans. Pattern Anal. Mach. Intell., 47(7):5690-5707, July 2025. [doi]

@article{ChenWTWXSRW25,
  title = {Impact of Noisy Supervision in Foundation Model Learning},
  author = {Hao Chen 0102 and Zihan Wang and Ran Tao 0013 and Hongxin Wei and Xing Xie 0001 and Masashi Sugiyama and Bhiksha Raj and Jindong Wang 0001},
  year = {2025},
  month = {July},
  doi = {10.1109/TPAMI.2025.3552309},
  url = {https://doi.org/10.1109/TPAMI.2025.3552309},
  researchr = {https://researchr.org/publication/ChenWTWXSRW25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
  volume = {47},
  number = {7},
  pages = {5690-5707},
}