Jeremy Fix

Laboratory

LOrrain Laboratory for Research in Computer Science and its Applications

Summary

My research interests include the study of emergent phenomena in the population of units, particularly in the context of learning sensorimotor behaviors for an artificial agent. Initially drawn to the field of neuroscience, I am interested in emergent phenomena in other disciplines such as physics, ethology, etc.

Publications (52)

Communication at a conference 08/09/2025

The value of the participatory approach between diatomists: from the use of taxonomic atlases to the provision of IT tools for community use

Pierre Villefourceix-Gimenez , Corentin Galinier , Carlos E. Wetzel , Clement Bojic , Soizic Morin , Martin Laviale , Jeremy Fix

Communication at a conference 25/08/2025

VAE for anomaly detection in SAR imaging

X Huy Nguyen , Joana Frontera-Pons , Chengfang Ren , Jeremy Fix , Jean-Philippe Ovarlez

Communication at a conference 30/06/2025

torchcvnn: A PyTorch-based library to easily experiment with state-of-the-art Complex-Valued Neural Networks

Quentin Gabot , X. Huy Nguyen , Joana Frontera-Pons , Jeremy Fix , Chengfang Ren , Jean-Philippe Ovarlez

Article in a journal 01/12/2024

Effect of shear rate on early Shewanella oneidensis adhesion dynamics monitored by deep learning

Lucie Klopffer , Nicolas Louvet , Simon Becker , Cedric Pradalier , Laurence Mathieu , Jeremy Fix

Conference poster 21/10/2024

Assessing the validity of a large-scale joint Species Distribution Model in the marine realm

Elena Berhocoïrigoin , Philippe Le Noac'h , Sakina-Dorothée Ayata , Martin Laviale , Cedric Pradalier , Jeremy Fix

Communication at a conference 07/07/2024

Complex-valued Wasserstein GAN for SAR Image Generation

Victor Dhédin , Jeremiah Levi , I. Hinostroza , Jeremy Fix , Chengfang Ren

Communication at a conference 23/04/2024

On the impact of despeckling for supervised SAR super-resolution

Max Muzeau , Frédéric Brigui , Chengfang Ren , Jeremy Fix , Jean-Philippe Ovarlez

Communication at a conference 01/01/2024

Preserving polarimetric properties in PolSAR image reconstruction through Complex-Valued Auto-Encoders

Quentin Gabot , Joana Frontera-Pons , Jeremy Fix , Jean-Philippe Ovarlez

Communication at a conference 21/09/2023

Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation

Cedric Pradalier , Jeremy Fix

Article in a journal 01/04/2023

The Human Activity Radar Challenge: Benchmarking Based on the 'Radar Signatures of Human Activities' Dataset From Glasgow University

Shufan Yang , Julien Le Kernec , Olivier Roman , Francesco Fioranelli , Pierre Cadart , John Manfredi , Thierry Letertre , Israel David Hinostroza Sáenz , Jifa Zhang , Huaiyuan Liang , Xiangrong Wang , Gang Li , Zhaoxi Chen , Kang Liu , Xiaolong Chen , Jiefang Li , Xing Wu , Yichang Chen , Jeremy Fix , Chengfang Ren

Article in a journal 01/01/2023

Using habituation as a simple and fundamental learning mechanism in an embodied artificial agent

Tristan Gillard , Alain Dutech , Jeremy Fix

Article in a journal 01/01/2023

Deep learning for the detection of semantic features in tree X-ray CT scans

Anthony Richard , Cedric Pradalier , Jeremy Fix

Software 17/11/2022

DGtal release 1.3

David Coeurjolly , Jacques-Olivier Lachaud , Bertrand Kerautret , J. Miguel Salazar , Isabelle Sivignon , Robin Lamy , Baptiste Genest , Phuc Ngo , Pablo Hernandez Cerdan , Jeremy Fix

Communication at a conference 13/09/2022

Development of a collaborative approach for the collection and analysis of freshwater diatom images: the case of teratologies

Iane Vallanzasca , Martin Laviale , Cyril Regan , David Heudre , Carlos E. Wetzel , Philippe Usseglio-Polatera , Cedric Pradalier , Eric Quinton , Sébastien Boutry , Soizic Morin , Jeremy Fix

Communication at a conference 09/09/2022

Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent

Tristan Gillard , Alain Dutech , Jeremy Fix

Article in a journal 25/05/2022

Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting