Corentin Dancette

30 papers A* 7A 1Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Curia: A Multi-Modal Foundation Model for Radiology. CoRR Corentin Dancette, Julien Khlaut, Antoine Saporta, Hélène Philippe, Elodie Ferreres, Baptiste Callard, Théo Danielou, Léo Alberge, Léo Machado, Daniel Tordjman, Julie Dupuis, Korentin Le Floch, Jean Du Terrail, Mariam Moshiri, Laurent Dercle, Tom Boeken, Jules Grégory, Maxime Ronot, François Legou, Pascal Roux, Marc Sapoval, Pierre Manceron, Paul Hérent
2025	J	`jnl`	RAPS-3D: Efficient interactive segmentation for 3D radiological imaging. CoRR Théo Danielou, Daniel Tordjman, Pierre Manceron, Corentin Dancette
2025	J	`jnl`	RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering. CoRR Léo Butsanets, Charles Corbière, Julien Khlaut, Pierre Manceron, Corentin Dancette
2025	—	`conf`	RadSAM: Segmenting 3D Radiological Images with a 2D Promptable Model. MICCAI (4) Julien Khlaut, Elodie Ferreres, Daniel Tordjman, Hélène Philippe, Tom Boeken, Pierre Manceron, Corentin Dancette
2025	J	`jnl`	RadSAM: Segmenting 3D radiological images with a 2D promptable model. CoRR Julien Khlaut, Elodie Ferreres, Daniel Tordjman, Hélène Philippe, Tom Boeken, Pierre Manceron, Corentin Dancette
2024	A*	`conf`	Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning. ICLR Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
2024	—	`conf`	Efficient Medical Question Answering with Knowledge-Augmented Question Generation. ClinicalNLP@NAACL Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron
2024	J	`jnl`	Efficient Medical Question Answering with Knowledge-Augmented Question Generation. CoRR Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron
2024	J	`jnl`	ONCOPILOT: A Promptable CT Foundation Model For Solid Tumor Evaluation. CoRR 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
2023	J	`jnl`	Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning. CoRR Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
2023	A*	`conf`	Improving Selective Visual Question Answering by Learning from Your Peers. CVPR Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach
2023	J	`jnl`	Improving Selective Visual Question Answering by Learning from Your Peers. CoRR Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach
2023	A*	`conf`	Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
2023	J	`jnl`	Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
2023	—	`—`	Shortcut Learning in Visual Question Answering. (Étude des biais dans les systèmes de questions-réponses visuelles). Corentin Dancette
2023	J	`jnl`	UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. Trans. Mach. Learn. Res. Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
2023	J	`jnl`	Unified Model for Image, Video, Audio and Language Tasks. CoRR Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
2023	A*	`conf`	eP-ALM: Efficient Perceptual Augmentation of Language Models. ICCV Mustafa Shukor, Corentin Dancette, Matthieu Cord
2023	J	`jnl`	eP-ALM: Efficient Perceptual Augmentation of Language Models. CoRR Mustafa Shukor, Corentin Dancette, Matthieu Cord
2022	J	`jnl`	Dynamic Query Selection for Fast Visual Perceiver. CoRR Corentin Dancette, Matthieu Cord
2022	A*	`conf`	Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization. ICML Alexandre Ramé, Corentin Dancette, Matthieu Cord
2021	A*	`conf`	Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering. ICCV Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord
2021	J	`jnl`	Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering. CoRR Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord
2021	J	`jnl`	Fishr: Invariant Gradient Variances for Out-of-distribution Generalization. CoRR Alexandre Ramé, Corentin Dancette, Matthieu Cord
2020	J	`jnl`	Overcoming Statistical Shortcuts for Open-ended Visual Counting. CoRR Corentin Dancette, Rémi Cadène, Xinlei Chen, Matthieu Cord
2019	A*	`conf`	RUBi: Reducing Unimodal Biases for Visual Question Answering. NeurIPS Rémi Cadène, Corentin Dancette, Hédi Ben-Younes, Matthieu Cord, Devi Parikh
2019	J	`jnl`	RUBi: Reducing Unimodal Biases in Visual Question Answering. CoRR Rémi Cadène, Corentin Dancette, Hédi Ben-Younes, Matthieu Cord, Devi Parikh
2018	—	`conf`	A K-Nearest Neighbours Approach To Unsupervised Spoken Term Discovery. SLT Alexis Thual, Corentin Dancette, Julien Karadayi, Juan Benjumea, Emmanuel Dupoux
2018	A	`conf`	Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning. INTERSPEECH Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux
2018	J	`jnl`	Sampling strategies in Siamese Networks for unsupervised speech representation learning. CoRR Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux