Where Do Tokens Go? Understanding Pruning Behaviors in STEP at High Resolutions

Michal Szczepanski, Martyna Poreba, Karim Haroun

Vision Transformers (ViTs) achieve state-of-the-art performance in semantic segmentation but are hindered by high computational and memory costs. To address this, we propose STEP (…