Dancette, Corentin

10 publications

ICLR 2024 Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context-Learning Mustafa Shukor, Alexandre Rame, Corentin Dancette, Matthieu Cord

CVPR 2023 Improving Selective Visual Question Answering by Learning from Your Peers Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach

NeurIPS 2023 Rewarded Soups: Towards Pareto-Optimal Alignment by Interpolating Weights Fine-Tuned on Diverse Rewards Alexandre Rame, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord

ICMLW 2023 Rewarded Soups: Towards Pareto-Optimal Alignment by Interpolating Weights Fine-Tuned on Diverse Rewards Alexandre Rame, Guillaume Couairon, Corentin Dancette, Mustafa Shukor, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord

ICMLW 2023 Rewarded Soups: Towards Pareto-Optimal Alignment by Interpolating Weights Fine-Tuned on Diverse Rewards Alexandre Rame, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord

TMLR 2023 UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor, Corentin Dancette, Alexandre Rame, Matthieu Cord

ICCV 2023 eP-ALM: Efficient Perceptual Augmentation of Language Models Mustafa Shukor, Corentin Dancette, Matthieu Cord

ICML 2022 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Alexandre Rame, Corentin Dancette, Matthieu Cord

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

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