Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization

Kuan Zhang, Chengliang Chai, Jingzhe Xu +5

Recent studies indicate that deep neural networks degrade in generalization performance under noisy supervision. Existing methods focus on isolating clean subsets or correcting noi…