Showing 2025Show all
2 papers · 1 filter
cs.CV2025
There is More to Attention: Statistical Filtering Enhances Explanations in Vision Transformers
Meghna P Ayyar, Jenny Benois-Pineau, Akka Zemmari
Explainable AI (XAI) has become increasingly important with the rise of large transformer models, yet many explanation methods designed for CNNs transfer poorly to Vision Transform…
cs.CV2025
FusWay: Multimodal hybrid fusion approach. Application to Railway Defect Detection
Alexey Zhukov, Jenny Benois-Pineau, Amira Youssef +3
Multimodal fusion is a multimedia technique that has become popular in the wide range of tasks where image information is accompanied by a signal/audio. The latter may not convey h…