Etienne David

11 papers A* 2Misc 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Identifiability of discrete input-output hidden Markov models with external signals.
Stat. Comput.
Etienne David, Jean Bellot, Sylvain Le Corff, Luc Lehéricy
2024 J jnl
Variational quantization for state space models.
CoRR
Etienne David, Jean Bellot, Sylvain Le Corff
2023 — conf
A new large dataset and a transfer learning methodology for plant phenotyping in Vertical Farms.
ICCV (Workshops)
Nico Samà, Etienne David, Simone Rossetti, Alessandro Antona, Benjamin Franchetti, Fiora Pirri
2023 J jnl
HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series.
Trans. Mach. Learn. Res.
Etienne David, Jean Bellot, Sylvain Le Corff
2022 A* conf
Extending the WILDS Benchmark for Unsupervised Adaptation.
ICLR
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, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang
2021 Misc conf
Domain Adaptation for Plant Organ Detection with Style Transfer.
DICTA
Chrisbin James, Yanyang Gu, Scott C. Chapman, Wei Guo, Etienne David, Simon Madec, Andries B. Potgieter, Anders Eriksson
2021 J jnl
Extending the WILDS Benchmark for Unsupervised Adaptation.
CoRR
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, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang
2021 J jnl
Global Wheat Challenge 2020: Analysis of the competition design and winning models.
CoRR
Etienne David, Franklin Ogidi, Wei Guo, Frédéric Baret, Ian Stavness
2021 J jnl
Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity.
CoRR
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, Bangyou Zheng, Norbert Kichgessner, Helge Aasen, Andreas Hund, Pouria Sadeghi-Tehran, Koichi Nagasawa, Goro Ishikawa, Sébastien Dandrifosse, Alexis Carlier, Benoît Mercatoris, Ken Kuroki, Haozhou Wang, Masanori Ishii, Minhajul A. Badhon, Curtis Pozniak, David Shaner LeBauer, Morten Lilimo, Jesse Poland, Scott C. Chapman, Benoit de Solan, Frédéric Baret, Ian Stavness, Wei Guo
2021 A* conf
WILDS: A Benchmark of in-the-Wild Distribution Shifts.
ICML
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, Ian Stavness, Wei Guo, Berton Earnshaw, Imran S. Haque, Sara M. Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson, Sergey Levine, Chelsea Finn, Percy Liang
2020 J jnl
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.
CoRR
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, Andreas Hund, Scott C. Chapman, Frédéric Baret, Ian Stavness, Wei Guo