Anke Xu

Structure-Aware Representation Distillation for Tiny-Dense Object Segmentation

Dense scenes containing numerous tiny objects pose a fundamental challenge for segmentation models, where small localization errors can significantly degrade downstream measurements. We present Structure-Aware Representation Distillation (SARD), a teacher-compatible framework that transfers structur