DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models

NeurIPSSpotlight2025

Authors: Simone Carnemolla, Matteo Pennisi, Sarinda Samarasinghe, Giovanni Bellitto, Simone Palazzo, Daniela Giordano, Mubarak Shah, Concetto Spampinato
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Understanding and explaining the behavior of machine learning models is essential for building transparent and trustworthy AI systems…

Opening excerpt from the authors’ abstract. source

Read the paper

OpenReview

Topics

diffusion reasoning

← All NeurIPS 2025 Spotlight papers · Browse the whole archive