Qiming He

COREMIL: Contextual Position Encoding-based Retrievable Multiple Instance Learning for Slide-level Classification

Multiple Instance Learning (MIL) consists of two stages: feature encoding of instances and feature fusion of instances. This paper identifies two issues in the feature fusion stage of MIL when applied to pathological image classification, which creates performance bottlenecks. First, previous MIL me…