Sofian Chaybouti

PhD student, Johann Wolfgang Goethe Universität Frankfurt am Main

Joined

May 2022

Names

Sofian Chaybouti (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@huawei.com (Confirmed)

,

****@em.uni-frankfurt.de (Confirmed)

Personal Links

Career & Education History

PhD student

Johann Wolfgang Goethe Universität Frankfurt am Main (uni-frankfurt.de)

2023 – Present

Researcher

Huawei Technologies Ltd. (huawei.com)

2021 – 2023

MS student

ENSTA ParisTech (ensta-paristech.fr)

2019 – 2020

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

Deep Learning

2020 – Present

Publications

MaskInversion: Localized Embeddings via Optimization of Explainability Maps
Walid Bousselham, Sofian Chaybouti, Christian Rupprecht, Vittorio Ferrari, Hilde Kuehne
- ICLR 2026 Poster
- Readers: Everyone
REVEAL: Advancing Relation-based Video Understanding for Video-Question-Answering
Sofian Chaybouti, Walid Bousselham, Moritz Wolter, Hilde Kuehne
- Submitted to ICLR 2026
- Readers: Everyone
MaskInversion: Localized Embeddings via Optimization of Explainability Maps
Walid Bousselham, Sofian Chaybouti, Christian Rupprecht, Vittorio Ferrari, Hilde Kuehne
- Submitted to ICLR 2025
- Readers: Everyone
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity
Walid Bousselham, Angie Boggust, Sofian Chaybouti, Hendrik Strobelt, Hilde Kuehne
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System
Sofian Chaybouti, Achraf Saghe, Aymen Shabou
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
MIX : a Multi-task Learning Approach to Solve Open-Domain Question Answering
Sofian Chaybouti, Achraf Saghe, Aymen Shabou
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone

Co-Authors