Corentin Dancette

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Question Answering

Sampling Strategies

Gradient Vectors

Top Venues

Publications

Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning. ICLR (2024)
Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron
Efficient Medical Question Answering with Knowledge-Augmented Question Generation. CoRR (2024)
Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
Unified Model for Image, Video, Audio and Language Tasks. CoRR (2023)
Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach
Improving Selective Visual Question Answering by Learning from Your Peers. CoRR (2023)
Mustafa Shukor, Corentin Dancette, Matthieu Cord
eP-ALM: Efficient Perceptual Augmentation of Language Models. ICCV (2023)
Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach
Improving Selective Visual Question Answering by Learning from Your Peers. CVPR (2023)
Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS (2023)
Mustafa Shukor, Corentin Dancette, Matthieu Cord
eP-ALM: Efficient Perceptual Augmentation of Language Models. CoRR (2023)
Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. Trans. Mach. Learn. Res. 2023 (2023)
Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning. CoRR (2023)
Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR (2023)
Corentin Dancette, Matthieu Cord
Dynamic Query Selection for Fast Visual Perceiver. CoRR (2022)
Alexandre Ramé, Corentin Dancette, Matthieu Cord
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization. ICML (2022)
Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering. ICCV (2021)
Alexandre Ramé, Corentin Dancette, Matthieu Cord
Fishr: Invariant Gradient Variances for Out-of-distribution Generalization. CoRR (2021)
Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering. CoRR (2021)
Corentin Dancette, Rémi Cadène, Xinlei Chen, Matthieu Cord
Overcoming Statistical Shortcuts for Open-ended Visual Counting. CoRR (2020)
Rémi Cadène, Corentin Dancette, Hedi Ben-younes, Matthieu Cord, Devi Parikh
RUBi: Reducing Unimodal Biases in Visual Question Answering. CoRR (2019)
Rémi Cadène, Corentin Dancette, Hedi Ben-younes, Matthieu Cord, Devi Parikh
RUBi: Reducing Unimodal Biases for Visual Question Answering. NeurIPS (2019)
Alexis Thual, Corentin Dancette, Julien Karadayi, Juan Benjumea, Emmanuel Dupoux
A K-Nearest Neighbours Approach To Unsupervised Spoken Term Discovery. SLT (2018)
Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux
Sampling strategies in Siamese Networks for unsupervised speech representation learning. CoRR (2018)
Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning. INTERSPEECH (2018)