Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise

Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi +1

Deep neural networks have proven to be highly effective when large amounts of data with clean labels are available. However, their performance degrades when training data contains…