CC
Charles Corbière
cs.CVcs.LGcs.AIstat.MLcs.ROAlgorithmscs.CL
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, Pierre Manceron, Corentin Dancette +1
1 version
Preprints & journals
12 papers in the corpus · 2017–2026RadMatch: Auditable Radiology Report Evaluation via Finding-Level Matching2609.01470v1 · Charles Corbiere, L'eo Machado, Aubin Charley 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
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
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model2503.23502v3 · Jannik Endres, Oliver Hahn, Charles Corbiere et al.2025 · 0 citationsarXiv
Retrieval-Based Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios2501.04671v2 · Charles Corbiere, Simon Roburin, Syrielle Montariol et al.2025 · 0 citationsarXiv
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation2411.18335v2 · Mehdi Zayene, Jannik Endres, Albias Havolli et al.2024 · 6 citationsarXiv
Robust Deep Learning for Autonomous Driving2211.07772v1 · Charles Corbiere2022 · 1 citationarXiv
Confidence Estimation via Auxiliary Models.34086561 · Corbiere, Charles, Thome, Nicolas, Saporta, Antoine et al.2022 · 56 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(10):6043-6055
Take One Gram of Neural Features, Get Enhanced Group Robustness2208.12625v2 · Simon Roburin, Charles Corbiere, Gilles Puy et al.2022 · 0 citationsarXiv
Addressing Failure Prediction by Learning Model Confidence1910.04851v2 · Charles Corbiere, Nicolas Thome, Avner Bar-Hen et al.2019 · 192 citationsarXiv
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction1709.09426v1 · Charles Corbiere, Hedi Ben-Younes, Alexandre Ram'e et al.2017 · 93 citations2017 IEEE International Conference on Computer Vision Workshop (ICCVW)
Career total: 17 works. 12 are in this corpus.
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