← Search

Simone Alberto Peirone

2 accepted papers

2025

HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos

ICCV 2025poster

Human activities are particularly complex and variable, and this makes challenging for deep learning models to reason about them. However, we note that such variability does have an underlying structure, composed of a hierarchy of patterns of related actions. We argue that such structure can emerge…

2024

A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives

CVPR 2024poster

Human comprehension of a video stream is naturally broad: in a few instants we are able to understand what is happening the relevance and relationship of objects and forecast what will follow in the near future everything all at once. We believe that - to effectively transfer such an holistic percep…