On the Impact of Class Imbalance on the Learning Dynamics of Deep Neural Networks:An Intuitive Insight 事件

On the Impact of Class Imbalance on the Learning Dynamics of Deep Neural Networks:An Intuitive Insight arXiv:2605.24908v1 Announce Type: cross Abstract: Class imbalance in deep neural networks (DNNs) has witnessed a rapid increase in research attention in recent years. However, the varying accounts of the reasons behind the poor performance of DNN on imbalance data in pertinent literature shows that little is known about how this agelong phenomenon impacts the performance of DNNs. A better unde