2025
Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning
AAAI 2025technical
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 functions have emerged as a notable strategy to counteract this issue, but it remains challenging to create a robust loss fu…