CMW-Net: an adaptive robust algorithm for sample selection and label correction
Jun Shu, Xiang Yuan, Deyu Meng · National Science Review · 2023
A class-aware sample weighting algorithm is developed for general label noise problems. The algorithm can effectively tackle complicated and diverse noisy label tasks, winning the Championship of the 'Arena Contest' Track 1 of 2022 Greater BayArea (Huangpu) International Algorithm Case Competition.