| 2023 | CVPR | Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis. | Thomas Fel, Melanie Ducoffe, David Vigouroux, Rmi Cadne, Mikael Capelle, Claire Nicodme, Thomas Serre |
| 2023 | CVPR | CRAFT: Concept Recursive Activation FacTorization for Explainability. | Thomas Fel, Agustin Martin Picard, Louis Bthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rmi Cadne, Thomas Serre |
| 2022 | WACV | How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks. | Thomas Fel, David Vigouroux, Rmi Cadne, Thomas Serre |
| 2021 | ICCV | Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering. | Corentin Dancette, Rmi Cadne, Damien Teney, Matthieu Cord |
| 2019 | AAAI | BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection. | Hdi Ben-Younes, Rmi Cadne, Nicolas Thome, Matthieu Cord |
| 2019 | CVPR | MUREL: Multimodal Relational Reasoning for Visual Question Answering. | Rmi Cadne, Hdi Ben-Younes, Matthieu Cord, Nicolas Thome |
| 2018 | ICDE | Images and Recipes: Retrieval in the Cooking Context. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Matthieu Cord |
| 2018 | SIGIR | Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord |
| 2017 | ICCV | MUTAN: Multimodal Tucker Fusion for Visual Question Answering. | Hdi Ben-Younes, Rmi Cadne, Matthieu Cord, Nicolas Thome |