Papers & Preprints

Can We Treat Noisy Labels as Accurate?

Yuxiang Zheng, Zhongyi Han, Yilong Yin, Xin Gao, Tongliang Liu

EchoAlign learns from noisy labels by editing images with controllable generators and selecting clean originals via feature similarity, greatly improving robustness to instance-dependent noise.