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Romain Xu-Darme
Researcher, CEA
Joined
September 2022
Names
Romain Xu-Darme
(Preferred)
,
Romain XU-DARME
Emails
****@protonmail.com
(Confirmed)
,
****@cea.fr
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
CEA
(cea.fr)
2023
–
Present
PhD student
Université Grenoble Alpes
(univ-grenoble-alpes.fr)
2020
–
2023
PhD student
CEA
(cea.fr)
2020
–
2023
Advisors, Relations & Conflicts
PhD Advisee
Jules Soria
2023
–
2026
PhD Advisee
Dorin Doncenco
2023
–
2026
Coworker
Alban Grastien
2023
–
2024
Coworker
Chihani Zakaria
2020
–
2024
Coworker
Girard Julien
2020
–
2024
Coauthor
Jenny Benois-Pineau
2022
–
2023
Coauthor
Romain Giot
2022
–
2023
PhD Advisor
Georges Quénot
2020
–
2023
PhD Advisor
Marie-Christine Rousset
2020
–
2023
Coauthor
Darryl Hond
2022
–
2022
Coauthor
Gabriele Incorvaia
2022
–
2022
Expertise
Explainable AI
2020
–
Present
Publications
CaBRNet, An Open-Source Library For Developing And Evaluating Case-Based Reasoning Models
Romain Xu-Darme
,
Aymeric Varasse
,
Alban Grastien
,
Julien Girard-Satabin
,
Zakaria Chihani
xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024
Readers:
Everyone
Contextualised Out-of-Distribution Detection Using Pattern Identification
Romain Xu-Darme
,
Julien Girard-Satabin
,
Darryl Hond
,
Gabriele Incorvaia
,
Zakaria Chihani
SAFECOMP Workshops 2023
Readers:
Everyone
Sanity checks for patch visualisation in prototype-based image classification
Romain Xu-Darme
,
Georges Quénot
,
Zakaria Chihani
,
Marie-Christine Rousset
CVPR Workshops 2023
Readers:
Everyone
On the stability, correctness and plausibility of visual explanation methods based on feature importance
Romain Xu-Darme
,
Jenny Benois-Pineau
,
Romain Giot
,
Georges Quénot
,
Zakaria Chihani
,
Marie-Christine Rousset
,
Alexey Zhukov
CBMI 2023
Readers:
Everyone
Interpretable Out-of-Distribution Detection using Pattern Identification
Romain Xu-Darme
,
Julien Girard-Satabin
,
Darryl Hond
,
Gabriele Incorvaia
,
Zakaria Chihani
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
PARTICUL: Part Identification with Confidence Measure Using Unsupervised Learning
Romain Xu-Darme
,
Georges Quénot
,
Zakaria Chihani
,
Marie-Christine Rousset
ICPR Workshops (3) 2022
Readers:
Everyone
Co-Authors
Alban Grastien
Alexey Zhukov
Aymeric Varasse
Darryl Hond
Gabriele Incorvaia
Georges Quénot
Jenny Benois-Pineau
Julien Girard-Satabin
Marie-Christine Rousset
Romain Giot
Zakaria Chihani