Leveraging Unlabeled Data to Track Memorization

Mahsa Forouzesh, Hanie Sedghi, Patrick Thiran

Deep neural networks may easily memorize noisy labels present in real-world data, which degrades their ability to generalize. It is therefore important to track and evaluate the ro…