On the use of deep neural networks for the detection of small vehicles in ortho-images. - Jean Ogier du Terrail; Frédéric Jurie (ICIP, 2017)

Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks. - Shivang Agarwal; Jean Ogier du Terrail; Frédéric Jurie (CoRR, 2018)

Faster RER-CNN: application to the detection of vehicles in aerial images. - Jean Ogier du Terrail; Frédéric Jurie (CoRR, 2018)

Réseaux de neurones convolutionnels profonds pour la détection de petits véhicules en imagerie aérienne. (Deep neural networks for the detection of small vehicles in aerial imagery). - Jean Ogier du Terrail (2018)

Siloed Federated Learning for Multi-centric Histopathology Datasets. - Mathieu Andreux; Jean Ogier du Terrail; Constance Beguier; Eric W. Tramel (DART/DCL@MICCAI, 2020)

Differentially Private Federated Learning for Cancer Prediction. - Constance Beguier; Jean Ogier du Terrail; Iqraa Meah; Mathieu Andreux; Eric W. Tramel (CoRR, 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)

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)

FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings. - Jean Ogier du Terrail; Quentin Klopfenstein; Honghao Li; Imke Mayer; Nicolas Loiseau; Mohammad Hallal; Félix Balazard; Mathieu Andreux (CoRR, 2023)

This Time is Different: An Observability Perspective on Time Series Foundation Models. - Ben Cohen; Emaad Khwaja; Youssef Doubli; Salahidine Lemaachi; Chris Lettieri; Charles Masson; Hugo Miccinilli; Elise Ramé; Qiqi Ren; Afshin Rostamizadeh; Jean Ogier du Terrail; Anna-Monica Toon; et al. (CoRR, 2025)