Shift-Equivariant Complex-Valued Convolutional Neural Networks.

Jérémy Fix Quentin Gabot Teck-Yian Lim Jérémy Fix Joana Frontera-Pons Chengfang Ren Jean Philippe Ovarlez Shift-Equivariant Complex-Valued Convolutional Neural Networks. WACV 2026 2575-2584 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00253 db/conf/wacv/wacv2026.html#GabotLFFRO26 streams/conf/wacv

Quentin Gabot Joana Frontera-Pons Jérémy Fix Chengfang Ren Jean Philippe Ovarlez Exploring Polarimetric Properties Preservation during Reconstruction of PolSAR images using Complex-valued Convolutional Neural Networks. 2026 February abs/2602.07094 CoRR https://doi.org/10.48550/arXiv.2602.07094 db/journals/corr/corr2602.html#abs-2602-07094 streams/journals/corr

Jérémy Fix Quentin Gabot X. Huy Nguyen Joana Frontera-Pons Chengfang Ren Jean Philippe Ovarlez torchcvnn: A PyTorch-based library to easily experiment with state-of-the-art Complex-Valued Neural Networks. 1-9 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11229081 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#FixGNFRO25 streams/conf/ijcnn

Salim Khazem Jérémy Fix Cédric Pradalier PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification. 2025 April abs/2504.01214 CoRR https://doi.org/10.48550/arXiv.2504.01214 db/journals/corr/corr2504.html#abs-2504-01214 streams/journals/corr

Quentin Gabot Teck-Yian Lim Jérémy Fix Joana Frontera-Pons Chengfang Ren Jean Philippe Ovarlez Shift-Equivariant Complex-Valued Convolutional Neural Networks. 2025 November abs/2511.21250 CoRR https://doi.org/10.48550/arXiv.2511.21250 db/journals/corr/corr2511.html#abs-2511-21250 streams/journals/corr

Victor Dhédin Jérémie Levi Jérémy Fix Chengfang Ren Israel Hinostroza 0001 Complex-Valued Wasserstein GAN for SAR Image Generation. 6991-6996 2024 IGARSS https://doi.org/10.1109/IGARSS53475.2024.10642629 conf/igarss/2024 db/conf/igarss/igarss2024.html#DhedinLFRH24 streams/conf/igarss

Shufan Yang Julien Le Kernec Olivier Romain Francesco Fioranelli Pierre Cadart Jérémy Fix Chenfang Ren Giovanni Manfredi 0002 Thierry Letertre Israel D. Sáenz Hinostroza Jifa Zhang Huaiyuan Liang Xiangrong Wang 0001 Gang Li 0008 Zhaoxi Chen 0004 Kang Liu Xiaolong Chen 0001 Jiefang Li Xing Wu 0005 Yi-Chang Chen Tian Jin 0001 The Human Activity Radar Challenge: Benchmarking Based on the 'Radar Signatures of Human Activities' Dataset From Glasgow University. 1813-1824 2023 April 27 IEEE J. Biomed. Health Informatics 4 https://doi.org/10.1109/JBHI.2023.3240895 db/journals/titb/titb27.html#YangKRFCFRMLHZLWLCLCLWCJ23

Salim Khazem Jérémy Fix Cédric Pradalier Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation. 169-180 2023 ICVS https://doi.org/10.1007/978-3-031-44137-0_15 conf/icvs/2023 db/conf/icvs/icvs2023.html#KhazemFP23 streams/conf/icvs

Salim Khazem Jérémy Fix Cédric Pradalier Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation. 2023 abs/2308.11291 CoRR https://doi.org/10.48550/arXiv.2308.11291 db/journals/corr/corr2308.html#abs-2308-11291

Jérémy Fix Israel Hinostroza 0001 Chengfang Ren Giovanni Manfredi 0002 Thierry Letertre Transfer learning for human activity classification in multiple radar setups. 1576-1580 2022 EUSIPCO https://ieeexplore.ieee.org/document/9909851 conf/eusipco/2022 db/conf/eusipco/eusipco2022.html#FixHRML22 Jérémy Fix Stéphane Vialle Rémi Hellequin Claudine Mercier Patrick P. Mercier Jean-Baptiste Tavernier Feedback from a data center for education at CentraleSupélec engineering school. 330-337 2022 IPDPS Workshops https://doi.org/10.1109/IPDPSW55747.2022.00065 conf/ipps/2022w db/conf/ipps/ipdps2022w.html#FixVHMMT22 Tristan Gillard Jérémy Fix Alain Dutech Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent. 15-27 2022 SAB https://doi.org/10.1007/978-3-031-16770-6_2 conf/sab/2022 db/conf/sab/sab2022.html#GillardFD22 Pierre G. Aublin Mouin Ben Ammar Nina Achache Mélina Benahmed Aymane El Hichami Michel Barret Jérémy Fix Julien Oster Cardiac Abnormality Detection Based on an Ensemble Voting of Single-Lead Classifier Predictions. 1-4 2021 CinC https://doi.org/10.23919/CinC53138.2021.9662824 conf/cinc/2021 db/conf/cinc/cinc2021.html#AublinAABHBFO21 Antonin Calba Alain Dutech Jérémy Fix Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning. 2021 ESANN https://doi.org/10.14428/esann/2021.ES2021-62 conf/esann/2021 db/conf/esann/esann2021.html#CalbaDF21 Jérémy Fix Hervé Frezza-Buet Look and Feel What and How Recurrent Self-Organizing Maps Learn. 3-12 2019 WSOM+ https://doi.org/10.1007/978-3-030-19642-4_1 conf/wsom/2019 db/conf/wsom/wsom2019.html#FixF19 Alain Dutech Jérémy Fix Hervé Frezza-Buet Reconstruction d'état caché avec cartes auto-organisatrices récurrentes. 2018 JFPDA https://hal.inria.fr/JFPDA2018/hal-01840627v1 conf/jfpda/2018 db/conf/jfpda/jfpda2018.html#DutechFF18 Benoit Chappet de Vangel Jérémy Fix In the quest of efficient hardware implementations of dynamic neural fields: An experimental study on the influence of the kernel shape. 2008-2014 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727446 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#VangelF16

Jérémy Fix Hervé Frezza-Buet YARBUS : Yet Another Rule Based belief Update System. 2015 abs/1507.06837 CoRR http://arxiv.org/abs/1507.06837 db/journals/corr/corr1507.html#FixF15

Denis Baheux Hervé Frezza-Buet Jérémy Fix Towards an effective multi-map self organizing recurrent neuronal network. 2014 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2014-126.pdf conf/esann/2014 db/conf/esann/esann2014.html#BaheuxFF14 Jérémy Fix Dynamic Formation of Self-Organizing Maps. 25-34 2014 WSOM https://doi.org/10.1007/978-3-319-07695-9_2 conf/wsom/2014 db/conf/wsom/wsom2014.html#Fix14

Jérémy Fix Template based black-box optimization of dynamic neural fields. 40-49 2013 46 Neural Networks https://doi.org/10.1016/j.neunet.2013.04.008 https://www.wikidata.org/entity/Q43831698 db/journals/nn/nn46.html#Fix13

Jérémy Fix Matthieu Geist Monte-Carlo Swarm Policy Search. 75-83 2012 ICAISC (SIDE-EC) https://doi.org/10.1007/978-3-642-29353-5_9 conf/icaisc/2012-3 db/conf/icaisc/icaisc2012-3.html#FixG12

Jérémy Fix Nicolas P. Rougier Frédéric Alexandre A Dynamic Neural Field Approach to the Covert and Overt Deployment of Spatial Attention. 279-293 2011 3 Cogn. Comput. 1 https://doi.org/10.1007/s12559-010-9083-y https://www.wikidata.org/entity/Q56921980 db/journals/cogcom/cogcom3.html#FixRA11

Jérémy Fix Matthieu Geist Olivier Pietquin Hervé Frezza-Buet Dynamic neural field optimization using the unscented Kalman filter. 74-80 2011 CCMB https://doi.org/10.1109/CCMB.2011.5952113 https://www.wikidata.org/entity/Q59419148 conf/ccmb/2011 db/conf/ccmb/ccmb2011.html#FixGPF11 Jens Gustedt Stéphane Vialle Hervé Frezza-Buet D'havh Boumba Sitou Nicolas Fressengeas Jérémy Fix InterCell: A Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications. 282-292 2010 PARA (1) https://doi.org/10.1007/978-3-642-28151-8_28 conf/para/2010-1 db/conf/para/para2010-1.html#GustedtVFSFF10

Julien Vitay Jérémy Fix Fred H. Hamker Henning Schroll Frederik Beuth Biological Models of Reinforcement Learning. 12-18 2009 23 Künstliche Intell. 3 http://www.kuenstliche-intelligenz.de/fileadmin/template/main/archiv/pdf/ki2009-03_page12_web_teaser.pdf db/journals/ki/ki23.html#VitayFHSB09

Jérémy Fix Mécanismes numériques et distribués de l'anticipation motrice. (Numerical and distributed mechanisms of motor anticipation). 2008 Henri Poincaré University, Nancy, France https://tel.archives-ouvertes.fr/tel-00336194

Jérémy Fix Nicolas P. Rougier Frédéric Alexandre A computational approach to the covert and overt deployment of spatial attention http://arxiv.org/abs/0809.4622 2008 CoRR abs/0809.4622 db/journals/corr/corr0809.html#abs-0809-4622

Jérémy Fix Julien Vitay Nicolas P. Rougier A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task. 170-188 2006 conf/sab/2006a SAB ABiALS https://doi.org/10.1007/978-3-540-74262-3_10 https://www.wikidata.org/entity/Q56922006 db/conf/sab/sab2006a.html#FixVR06

Jérémy Fix Julien Vitay Nicolas P. Rougier A Computational Model of Spatial Memory Anticipation during Visual Search http://arxiv.org/abs/cs/0610041 2006 CoRR abs/cs/0610041 db/journals/corr/corr0610.html#abs-cs-0610041

Nina Achache Frédéric Alexandre Mouin Ben Ammar Pierre G. Aublin Denis Baheux Michel Barret Mélina Benahmed Frederik Beuth Pierre Cadart Antonin Calba Xiaolong Chen 0001 Yi-Chang Chen Zhaoxi Chen 0004 Victor Dhédin Alain Dutech Francesco Fioranelli Nicolas Fressengeas Hervé Frezza-Buet Joana Frontera-Pons Quentin Gabot Matthieu Geist Tristan Gillard Jens Gustedt Fred H. Hamker Rémi Hellequin Aymane El Hichami Israel Hinostroza 0001Israel D. Sáenz Hinostroza Tian Jin 0001 Julien Le Kernec Salim Khazem Thierry Letertre Jérémie Levi Gang Li 0008 Jiefang Li Huaiyuan Liang Teck-Yian Lim Kang Liu Giovanni Manfredi 0002 Claudine Mercier Patrick P. Mercier X. Huy Nguyen Julien Oster Jean Philippe Ovarlez Olivier Pietquin Cédric Pradalier Chengfang RenChenfang Ren Olivier Romain Nicolas P. Rougier Henning Schroll D'havh Boumba Sitou Jean-Baptiste Tavernier Benoit Chappet de Vangel Stéphane Vialle Julien Vitay Xiangrong Wang 0001 Xing Wu 0005 Shufan Yang Jifa Zhang