Dear authors,

How are you?

I read your great work about asymmetric loss functions: Asymmetric Loss Functions for Learning with Noisy Labels, ICML 2021.

However, we have two pieces of work which worked on this aspect too, which I believe to be highly relevant.

(1) In DERIVATIVE MANIPULATION FOR GENERAL EXAMPLE WEIGHTING (https://arxiv.org/pdf/1905.11233.pdf), we mentioned :

(2) In IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters, we mentioned:

Both papers have been included in my PhD thesis: Example weighting for deep representation learning, Xinshao Wang, 2020

Therefore, could I ask you kindly to cite our two papers? If you could update your arXiv version by citing our two papers, I would appreciate it a lot.

Thanks very much.
Kind regards,