ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable. - Yuan Yin; Pegah Khayatan; Éloi Zablocki; Alexandre Boulch; Matthieu Cord (ECCV Workshops (7), 2024)

A Concept-Based Explainability Framework for Large Multimodal Models. - Jayneel Parekh; Pegah Khayatan; Mustafa Shukor; Alasdair Newson; Matthieu Cord (NeurIPS, 2024)

Analyzing Fine-tuning Representation Shift for Multimodal LLMs Steering alignment. - Pegah Khayatan; Mustafa Shukor; Jayneel Parekh; Matthieu Cord (CoRR, 2025)