Chuanyang Hu

MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels

Despite deep learning has achieved great success, it often relies on a large amount of training data with accurate labels, which are expensive and time-consuming to collect. A prominent direction to reduce the cost is to learn with noisy labels, which are ubiquitous in the real-world applications. A…