Duncan Wilson

Publications1
h-index1
Citations281
Highly Influential Citations37
Claim Author Page
Author pages are created from data sourced from our academic publisher partnerships and public sources.

Recommended Authors

  • Kevin Gimpel
  • 126 Publications • 12,379 Citations
  • A. Menon
  • 93 Publications • 4,897 Citations
  • Dan Hendrycks
  • 37 Publications • 7,253 Citations
  • Jiebo Luo
  • 670 Publications • 26,598 Citations
  • Publications
  • Influence
Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise
TLDR
It is demonstrated that robustness to label noise up to severe strengths can be achieved by using a set of trusted data with clean labels, and a loss correction that utilizes trusted examples in a data-efficient manner to mitigate the effects of label noise on deep neural network classifiers is proposed.
View PDF on arXiv