Research
EchoAlign: Bridging Generative and Discriminative Learning under Noisy Labels
Yuxiang Zheng, Zhongyi Han, Yilong Yin
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.
17 Mar 2026