11 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire d’Imagerie BiomédicaleFR2 papers
- Myriad (Germany)DE2 papers
- Centre de Recherche en Acquisition et Traitement de l'Image pour la SantéFR1 paper
- Centre de Recherche en Neurosciences de LyonFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- City College of New YorkUS1 paper
- City University of New YorkUS1 paper
- HCL Technologies (India)IN1 paper
- Hospices Civils de LyonFR1 paper
- InsermFR1 paper
- Institut de MyologieFR1 paper
- Institut National de la StatistiqueMG1 paper
Showing 2025Show all
2 papers · 1 filter
cs.LG2025
OCSVM-Guided Representation Learning for Unsupervised Anomaly Detection
Nicolas Pinon, Robin Trombetta, Carole Lartizien
Unsupervised anomaly detection (UAD) aims to detect anomalies without labeled data, a necessity in many machine learning applications where anomalous samples are rare or not availa…
eess.IV2025
GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models
Daria Zotova, Nicolas Pinon, Robin Trombetta +3
Background and Objective. Research in the cross-modal medical image translation domain has been very productive over the past few years in tackling the scarce availability of large…