30 citations · 30 across the 1 of their papers we have counts for
2 papers
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.CV2021★ 30 cited
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks
Meghna P Ayyar, Jenny Benois-Pineau, Akka Zemmari
In recent years, deep learning has become prevalent to solve applications from multiple domains. Convolutional Neural Networks (CNNs) particularly have demonstrated state of the ar…