Robin Trombetta

6
Documents

Publications

Publications

Image document

Learning local and global prototypes with optimal transport for unsupervised anomaly detection and localization

Robin Trombetta , Carole Lartizien
Learning From Small Data (LFSD), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML) Workshop, Sep 2025, Porto, Portugal. ⟨10.48550/arXiv.2508.12927⟩
Communication dans un congrès hal-05397692 v1
Image document

Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains

Robin Trombetta , Olivier Rouvière , Carole Lartizien
Medical Imaging with Deep Learning, Jul 2024, Paris, France
Communication dans un congrès hal-04764167 v1
Image document

One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities

Nicolas Pinon , Robin Trombetta , Carole Lartizien
MIDL 2023, Jul 2023, Nashville, United States
Communication dans un congrès hal-04067715 v1
Image document

Brain subtle anomaly detection based on auto-encoders latent space analysis : application to de novo parkinson patients

Nicolas Pinon , Geoffroy Oudoumanessah , Robin Trombetta , Michel Dojat , Florence Forbes et al.
ISBI 2023 - IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartegena de Indias, Colombia. pp.1-5, ⟨10.1109/ISBI53787.2023.10230351⟩
Communication dans un congrès hal-03998623 v1
Image document

Détection d'anomalies dans l'espace image ou l'espace latent d'auto-encodeurs par patch pour l'analyse d'images industrielles

Nicolas Pinon , Robin Trombetta , Carole Lartizien
GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04147526 v1