Dayan Guan

Class-Independent Regularization for Learning with Noisy Labels

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

Training deep neural networks (DNNs) with noisy labels often leads to poorly generalized models as DNNs tend to memorize the noisy labels in training. Various strategies have been developed for improving sample selection precision and …