Lie Qu

O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks

This paper proposes a novel noisy label detection approach, named O2U-net, for deep neural networks without human annotations. Different from prior work which requires specifically designed noise-robust loss functions or networks, O2U-net is easy to implement but effective. It only requires adjustin…