Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods. - Etienne David; Simon Madec; Pouria Sadeghi-Tehran; Helge Aasen; B. Zheng; Shouyang Liu; Norbert Kirchgeßner; Goro Ishikawa; Koichi Nagasawa; Minhajul A. Badhon; Curtis Pozniak; Benoit de Solan; et al. (CoRR, 2020)

Domain Adaptation for Plant Organ Detection with Style Transfer. - Chrisbin James; Yanyang Gu; Scott C. Chapman; Wei Guo 002; Etienne David; Simon Madec; Andries B. Potgieter; Anders Eriksson (DICTA, 2021)

WILDS: A Benchmark of in-the-Wild Distribution Shifts. - Pang Wei Koh; Shiori Sagawa; Henrik Marklund; Sang Michael Xie; Marvin Zhang; Akshay Balsubramani; Weihua Hu; Michihiro Yasunaga; Richard Lanas Phillips; Irena Gao; Tony Lee; Etienne David; et al. (ICML, 2021)

Global Wheat Challenge 2020: Analysis of the competition design and winning models. - Etienne David; Franklin Ogidi; Wei Guo 002; Frédéric Baret; Ian Stavness (CoRR, 2021)

Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity. - Etienne David; Mario Serouart; Daniel Smith; Simon Madec; Kaaviya Velumani; Shouyang Liu; Xu Wang; Francisco Pinto Espinosa; Shahameh Shafiee; Izzat S. A. Tahir; Hisashi Tsujimoto; Shuhei Nasuda; et al. (CoRR, 2021)

Extending the WILDS Benchmark for Unsupervised Adaptation. - Shiori Sagawa; Pang Wei Koh; Tony Lee; Irena Gao; Sang Michael Xie; Kendrick Shen; Ananya Kumar; Weihua Hu; Michihiro Yasunaga; Henrik Marklund; Sara Beery; Etienne David; et al. (ICLR, 2022)

A new large dataset and a transfer learning methodology for plant phenotyping in Vertical Farms. - Nico Samà; Etienne David; Simone Rossetti; Alessandro Antona; Benjamin Franchetti; Fiora Pirri (ICCV (Workshops), 2023)

HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series. - Etienne David; Jean Bellot; Sylvain Le Corff (Trans. Mach. Learn. Res., 2023)

Variational quantization for state space models. - Etienne David; Jean Bellot; Sylvain Le Corff (CoRR, 2024)

Identifiability of discrete input-output hidden Markov models with external signals. - Etienne David; Jean Bellot; Sylvain Le Corff; Luc Lehéricy (Stat. Comput., 2024)