Aoyun Zhu

Noise Label Detection and Correction via Bayesian Weighted Consensus Inference

2026 · Computers

Affected by inter-annotator cognitive differences, fatigue effects, and data poisoning, training data inevitably contains a certain proportion of noise, which severely impairs model performance. Traditional manual verification is costly and inefficient, while existing automatic detection …