Zhengxing Jiao

Samples Are Not Equal: A Sample Selection Approach for Deep Clustering

Deep clustering has recently achieved remarkable progress across various domains. However, existing clustering methods typically treat all samples equally, neglecting the inherent differences in their feature patterns and learning states. Such redundant learning often drives models to overemphasize…