Éloi Zablocki

Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges

Éloi Zablocki, Hedi Ben-younes, Patrick Pérez et al. · International Journal of Computer Vision · 2022 · 180 citations

Machine Vision, Image Analysis, Engineering +11

Unsupervised Object Localization: Observing the Background to Discover Objects

Oriane Siméoni, Chloé Sekkat, Gilles Puy et al. · 2023 · 58 citations · Full text

Object Discovery, Scene Analysis, Engineering +16

Explainability of vision-based autonomous driving systems: Review and challenges.

Éloi Zablocki, Hedi Ben-younes, Patrick Pérez et al. · arXiv (Cornell University) · 2021 · 30 citations · Full text

Artificial Intelligence, Machine Vision, Engineering +13

Learning Multi-Modal Word Representation Grounded in Visual Context

Éloi Zablocki, Benjamin Piwowarski, Laure Soulier et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 28 citations · Full text

Multimodal Word Embeddings, Engineering, Word Semantics +18

OCTET: Object-aware Counterfactual Explanations

Mehdi Zemni, Mickaël Chen, Éloi Zablocki et al. · 2023 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22