3 papers
cs.DS2026
Analyzing and Leveraging the -Sensitivity of LZ77
Gabriel Bathie, Paul Huber, Guillaume Lagarde +1
We study the sensitivity of the Lempel-Ziv 77 compression algorithm to edits, showing how modifying a string can deteriorate or improve its compression. Our first result is a t…
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…