Romain Xu-Darme

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 10

Top Topics

Feature Importance

Unsupervised Learning

Image Classification

Top Venues

SAFECOMP Workshops

ICPR Workshops (3)

Publications

Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset
Sanity checks and improvements for patch visualisation in prototype-based image classification. CoRR (2023)
Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov
On the stability, correctness and plausibility of visual explanation methods based on feature importance. CoRR (2023)
Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani
Interpretable Out-Of-Distribution Detection Using Pattern Identification. CoRR (2023)
Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset
Sanity checks for patch visualisation in prototype-based image classification. CVPR Workshops (2023)
Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov
On the stability, correctness and plausibility of visual explanation methods based on feature importance. CBMI (2023)
Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani
Contextualised Out-of-Distribution Detection Using Pattern Identification. SAFECOMP Workshops (2023)
Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani
Contextualised Out-of-Distribution Detection using Pattern Identication. CoRR (2023)
Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset
Sanity checks for patch visualisation in prototype-based image classification. CoRR (2023)
Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset
PARTICUL: Part Identification with Confidence measure using Unsupervised Learning. CoRR (2022)
Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset
PARTICUL: Part Identification with Confidence Measure Using Unsupervised Learning. ICPR Workshops (3) (2022)