Generalized Data Weighting via Class-level Gradient Manipulation

Can Chen, Shuhao Zheng, Xi Chen +4

Label noise and class imbalance are two major issues coexisting in real-world datasets. To alleviate the two issues, state-of-the-art methods reweight each instance by leveraging a…