Corentin Dancette

According to our database, Corentin Dancette authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ONCOPILOT: A Promptable CT Foundation Model For Solid Tumor Evaluation.

Léo Machado, Hélène Philippe, Élodie Ferreres, Julien Khlaut, Julie Dupuis, Korentin Le Floch, Denis Habip Gatenyo, Pascal Roux, Jules Grégory, Maxime Ronot, Corentin Dancette, Daniel Tordjman, Pierre Manceron, Paul Hérent

CoRR, 2024

Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning.

Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Efficient Medical Question Answering with Knowledge-Augmented Question Generation.

Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Shortcut Learning in Visual Question Answering. (Étude des biais dans les systèmes de questions-réponses visuelles).

Corentin Dancette

PhD thesis, 2023

UnIVAL: Unified Model for Image, Video, Audio and Language Tasks.

Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord

Trans. Mach. Learn. Res., 2023

Unified Model for Image, Video, Audio and Language Tasks.

Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord

CoRR, 2023

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards.

Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

eP-ALM: Efficient Perceptual Augmentation of Language Models.

Mustafa Shukor, Corentin Dancette, Matthieu Cord

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Dynamic Query Selection for Fast Visual Perceiver.

Corentin Dancette, Matthieu Cord

CoRR, 2022

Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization.

Alexandre Ramé, Corentin Dancette, Matthieu Cord

Proceedings of the International Conference on Machine Learning, 2022

2021

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering.

Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Overcoming Statistical Shortcuts for Open-ended Visual Counting.

Corentin Dancette, Rémi Cadène, Xinlei Chen, Matthieu Cord

CoRR, 2020

2019

RUBi: Reducing Unimodal Biases for Visual Question Answering.

Rémi Cadène, Corentin Dancette, Hédi Ben-Younes, Matthieu Cord, Devi Parikh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A K-Nearest Neighbours Approach To Unsupervised Spoken Term Discovery.

Alexis Thual, Corentin Dancette, Julien Karadayi, Juan Benjumea, Emmanuel Dupoux

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning.

Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018