Contrastive Learning Improves Model Robustness Under Label Noise

Aritra Ghosh, Andrew Lan

Deep neural network-based classifiers trained with the categorical cross-entropy (CCE) loss are sensitive to label noise in the training data. One common type of method that can mi…