Romain Xu-Darme

According to our database, Romain Xu-Darme authored at least 10 papers between 2022 and 2024.

Collaborative distances:

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

2024

CaBRNet, an open-source library for developing and evaluating Case-Based Reasoning Models.

Romain Xu-Darme, Aymeric Varasse, Alban Grastien, Julien Girard, Zakaria Chihani

CoRR, 2024

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

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2023

Algorithms and evaluation metrics for improving trust in machine learning : application to visual object recognition. (Algorithmes et métriques d'évaluation pour la confiance dans les systèmes utilisant l'apprentissage machine : application à la reconnaissance visuelle d'objets).

Romain Xu-Darme

PhD thesis, 2023

Contextualised Out-of-Distribution Detection using Pattern Identication.

Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani

CoRR, 2023

Interpretable Out-Of-Distribution Detection Using Pattern Identification.

Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani

CoRR, 2023

Sanity checks and improvements for patch visualisation in prototype-based image classification.

Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset

CoRR, 2023

Contextualised Out-of-Distribution Detection Using Pattern Identification.

Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, 2023

Sanity checks for patch visualisation in prototype-based image classification.

Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset

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

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

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

PARTICUL: Part Identification with Confidence Measure Using Unsupervised Learning.

Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022