Cadène, Rémi

11 publications

NeurIPS 2023 A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation Thomas Fel, Victor Boutin, Louis Béthune, Remi Cadene, Mazda Moayeri, Léo Andéol, Mathieu Chalvidal, Thomas Serre

CVPR 2023 CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel, Agustin Picard, Louis Béthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rémi Cadène, Thomas Serre

CVPR 2023 Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis Thomas Fel, Melanie Ducoffe, David Vigouroux, Rémi Cadène, Mikaël Capelle, Claire Nicodème, Thomas Serre

NeurIPS 2023 Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization Thomas Fel, Thibaut Boissin, Victor Boutin, Agustin Picard, Paul Novello, Julien Colin, Drew Linsley, Tom Rousseau, Remi Cadene, Lore Goetschalckx, Laurent Gardes, Thomas Serre

WACV 2022 How Good Is Your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks Thomas Fel, David Vigouroux, Rémi Cadène, Thomas Serre

NeurIPS 2022 What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods Julien Colin, Thomas Fel, Remi Cadene, Thomas Serre

ICCV 2021 Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord

NeurIPS 2021 Look at the Variance! Efficient Black-Box Explanations with Sobol-Based Sensitivity Analysis Thomas Fel, Remi Cadene, Mathieu Chalvidal, Matthieu Cord, David Vigouroux, Thomas Serre

AAAI 2019 BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection Hédi Ben-Younes, Rémi Cadène, Nicolas Thome, Matthieu Cord

NeurIPS 2019 RUBi: Reducing Unimodal Biases for Visual Question Answering Remi Cadene, Corentin Dancette, Hedi Ben Younes, Matthieu Cord, Devi Parikh

ICCV 2017 MUTAN: Multimodal Tucker Fusion for Visual Question Answering Hedi Ben-younes, Remi Cadene, Matthieu Cord, Nicolas Thome