Self-supervised learning improves dMMR/MSI detection from histology slides across multiple cancers. - Charlie Saillard; Olivier Dehaene; Tanguy Marchand; Olivier Moindrot; Aurélie Kamoun; Benoit Schmauch; Simon Jégou (COMPAY@MICCAI, 2021)

SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning. - Tanguy Marchand; Boris Muzellec; Constance Beguier; Jean Ogier du Terrail; Mathieu Andreux (NeurIPS, 2022)

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. - Jean Ogier du Terrail; Samy-Safwan Ayed; Edwige Cyffers; Felix Grimberg; Chaoyang He 001; Regis Loeb; Paul Mangold; Tanguy Marchand; Othmane Marfoq; Erum Mushtaq; Boris Muzellec; Constantin Philippenko; et al. (NeurIPS, 2022)

Wavelet Conditional Renormalization Group. - Tanguy Marchand; Misaki Ozawa; Giulio Biroli; Stéphane Mallat (CoRR, 2022)

SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. - Tanguy Marchand; Regis Loeb; Ulysse Marteau-Ferey; Jean Ogier du Terrail; Arthur Pignet (ICML, 2023)