A Framework using Contrastive Learning for Classification with Noisy Labels

Madalina Ciortan, Romain Dupuis, Thomas Peel

We propose a framework using contrastive learning as a pre-training task to perform image classification in the presence of noisy labels. Recent strategies such as pseudo-labeling,…