Chen Shu

Unlocker: Disentangle the Deadlock of Learning between Label-noisy and Long-tailed Data

In real world, the observed label distribution of a dataset often mismatches its true distribution due to noisy labels. In this situation, noisy labels learning (NLL) methods directly integrated with long-tail learning (LTL) methods tend to fail due to a dilemma: NLL methods normally rely o…