Early-Learning Regularization Prevents Memorization of Noisy Labels

Sheng Liu, Jonathan Niles-Weed, Narges Razavian, Carlos Fernandez-Granda. Early-Learning Regularization Prevents Memorization of Noisy Labels. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{LiuNRF20,
  title = {Early-Learning Regularization Prevents Memorization of Noisy Labels},
  author = {Sheng Liu and Jonathan Niles-Weed and Narges Razavian and Carlos Fernandez-Granda},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/ea89621bee7c88b2c5be6681c8ef4906-Abstract.html},
  researchr = {https://researchr.org/publication/LiuNRF20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}