CD
Corentin Dancette
cs.CVcs.LGcs.AIcs.CLcs.MMeess.IVArtificial intelligenceArtificial Intelligencecs.SDData augmentation
On Valency
published · living versionsW_f4f3qs6t·v1 · currentpublished
Can Agentic Systems Close the Gap in Radiology with Production AI Tools?
with Aubin Charley, Julien Khlaut, Charles Corbière, Pierre Manceron +1
1 version
Preprints & journals
23 papers in the corpus · 2018–2026RadMatch: Auditable Radiology Report Evaluation via Finding-Level Matching2609.01470v1 · Charles Corbiere, L'eo Machado, Aubin Charley et al.2026 · 0 citationsarXiv
Curia-MAE: Multi-Modal Multi-Anatomy MAE Pre-Training for 3D Medical Image Segmentation2608.05844v2 · Th'eo Danielou, Antoine Saporta, L'eo Alberge et al.2026 · 0 citationsarXiv
Jolia: Concept-Level Vision-Language Alignment for 3D CT Contrastive Learning2606.24570v2 · Julien Khlaut, Charles Corbiere, Baptiste Callard et al.2026 · 0 citationsarXiv
Towards Brain MRI Foundation Models for the Clinic: Findings from the FOMO25 Challenge2604.11679v2 · Asbj\orn Munk, Stefano Cerri, Vardan Nersesjan et al.2026 · 0 citationsarXiv
Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models2604.01987v1 · Antoine Saporta, Baptiste Callard, Corentin Dancette et al.2026 · 0 citationsarXiv
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering2512.17396v2 · L'eo Butsanets, Charles Corbiere, Julien Khlaut et al.2025 · 0 citationsarXiv
Curia: A Multi-Modal Foundation Model for Radiology2509.06830v1 · Corentin Dancette, Julien Khlaut, Antoine Saporta et al.2025 · 2 citationsarXiv
RAPS-3D: Efficient interactive segmentation for 3D radiological imaging2507.07730v1 · Th'eo Danielou, Daniel Tordjman, Pierre Manceron et al.2025 · 0 citationsarXiv
RadSAM: Segmenting 3D radiological images with a 2D promptable model2504.20837v1 · Julien Khlaut, Elodie Ferreres, Daniel Tordjman et al.2025 · 2 citationsarXiv
A promptable CT foundation model for solid tumor evaluation.40281056 · Machado, Léo, Alberge, Léo, Philippe, Hélène et al.2025 · 5 citationsNPJ precision oncology. 2025;9(1):121
Artificial intelligence in interventional radiology: Current concepts and future trends.39261225 · Lesaunier, Armelle, Khlaut, Julien, Dancette, Corentin et al.2025 · 41 citationsDiagnostic and interventional imaging. 2025;106(1):5-10
Efficient Medical Question Answering with Knowledge-Augmented Question Generation2405.14654v1 · Julien Khlaut, Corentin Dancette, Elodie Ferreres et al.2024 · 4 citationsarXiv
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning2310.00647v2 · Mustafa Shukor, Alexandre Rame, Corentin Dancette et al.2023 · 2 citationsarXiv
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks2307.16184v2 · Mustafa Shukor, Corentin Dancette, Alexandre Rame et al.2023 · 4 citationsarXiv
Improving Selective Visual Question Answering by Learning from Your Peers2306.08751v1 · Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary et al.2023 · 11 citationsarXiv
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards2306.04488v2 · Alexandre Ram'e, Guillaume Couairon, Mustafa Shukor et al.2023 · 19 citationsarXiv
eP-ALM: Efficient Perceptual Augmentation of Language Models2303.11403v4 · Mustafa Shukor, Corentin Dancette, Matthieu Cord2023 · 16 citationsarXiv
Dynamic Query Selection for Fast Visual Perceiver2205.10873v2 · Corentin Dancette, Matthieu Cord2022 · 1 citationarXiv
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization2109.02934v3 · Alexandre Rame, Corentin Dancette, Matthieu Cord2021 · 88 citationsICML 2022
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering2104.03149v3 · Corentin Dancette, Remi Cadene, Damien Teney et al.2021 · 73 citationsarXiv
Overcoming Statistical Shortcuts for Open-ended Visual Counting2006.10079v2 · Corentin Dancette, Remi Cadene, Xinlei Chen et al.2020 · 3 citationsarXiv
RUBi: Reducing Unimodal Biases in Visual Question Answering1906.10169v2 · Remi Cadene, Corentin Dancette, Hedi Ben-younes et al.2019 · 247 citationsAdvances in Neural Information Processing Systems 2019 (pp. 839-850)
Sampling strategies in Siamese Networks for unsupervised speech representation learning1804.11297v2 · Rachid Riad, Corentin Dancette, Julien Karadayi et al.2018 · 25 citationsarXiv
Career total: 30 works. 23 are in this corpus.
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