Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning

Max Staats, Matthias Thamm, Bernd Rosenow

Large annotated datasets inevitably contain noisy labels, which poses a major challenge for training deep neural networks as they easily memorize the labels. Noise-robust loss func…