PUBLICATIONS
An up-to-date list of my publications can be found on:
My ORCID is 0000-0001-8821-5556 and here's a link to my Publons.
Last papers (2020-2026):
2026
2025
2024
2023
2022
2021
2020
My ORCID is 0000-0001-8821-5556 and here's a link to my Publons.
Last papers (2020-2026):
2026
- Sadia Memudu, Jean Martinet, Yuta Nakano. Energy-efficient SNN-based person detection with adaptive burst suppression. IEEE 8th International Conference on Artificial Intelligence Circuits and Systems, Ha Long Bay, Vietnam, September 2026.
- Romaric Mazna, Deepesh Pokkala, Jean Martinet. Human gaze-based filtering for action recognition: a systematic study of accuracy and efficiency. 35th International Conference on Artificial Neural Networks (ICANN 2026), Padua, Italy, September 2026.
- Quy The Tran, Thi Thuy Duong Pham, Romaric Mazna, Jean Martinet. Spectral vs topological attention in event-based vision. 35th International Conference on Artificial Neural Networks (ICANN 2026), Padua, Italy, September 2026.
- Sadia Memudu, Yuta Nakano, Jean Martinet. MAG-voxel: Motion-aware event representation for efficient SNN-based person detection. 35th International Conference on Artificial Neural Networks (ICANN 2026), Padua, Italy, September 2026.
- Kinga Bettina Faragó et al. AIAC: A novel Master’s Programme in Artificial Intelligence with Affective Computing. Intelligent Robotics Fair 2026, Budapest, Hungary, June 2026.
- Mariia Berdnyk, Hui-Yin Wu, Andrew Comport, Jean Martinet. VR-to-robot motion learning for humanoid manipulation. Poster at JNRH 2026 : Journées Nationales de la Robotique Humanoïde. Montpellier, France, June 2026.
2025
- Arnab Dey, Cheng-You Lu, Andrew I Comport, Srinath Sridhar, Chin-Teng Lin, Jean Martinet. HFGaussian: Learning Generalizable Gaussian Human with Integrated Human Features. IEEE Transactions on Artificial Intelligence, December 2025.
- Lika Ambrosishvili, Romaric Mazna, Dalia Hareb, Jean Martinet. Comparison of attention metrics for RGB and event data. 30e Colloque GRETSI sur le Traitement du Signal et des Images, Strasbourg, France, July 2025.
- Crescenzo Edoardo Mauriello, Hugo Bulzomi, Jean Martinet, Yuta Nakano. End-to-End Neuromorphic Lane Detection. 10th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI), Manfredonia, Italy, July 2025.
- Hugo Bulzomi, Alimatou Sadia Memudu, Yuta Nakano, Jean Martinet. Real-Time Pedestrian Detection at the Edge on a Fully Asynchronous Neuromorphic System. CVPR Workshop on Event-based Vision, Nashville, Tennessee, USA, June 2025.
- Dalia Hareb, Jean Martinet, Benoit Miramond. Cross-Modal Neuromorphic Semantic Segmentation based on Knowledge Distillation. IJCNN 2025, Rome, Italy, July 2025.
- Karim Haroun, Thibault Allenet, Karim Ben Chehida, Jean Martinet. Dynamic Hierarchical Token Merging for Vision Transformers. VISIGRAPP/VISAPP 2025, Porto, Portugal, February 2025.
2024
- Karim Haroun, Jean Martinet, Karim Ben Chehida, Thibault Allenet. Leveraging local similarity for token merging in Vision Transformers. International Conference on Neural Information Processing (ICONIP 2024). Poster. Auckland, New Zealand, December 2024.
- Dalia Hareb, Jean Martinet, Benoît Miramond. Enhanced neuromorphic semantic segmentation latency through stream event. International Conference on Neural Information Processing (ICONIP 2024). Poster. Auckland, New Zealand, December 2024.
- Dalia Hareb, Jean Martinet. EvSegSNN: Neuromorphic Semantic Segmentation for Event Data. IJCNN 2024, Yokohama, Japan. July 2024.
- Arnab Dey, Di Yang, Rohith Agaram, Andrew Comport, Antitza Dantcheva, Srinath Sridhar, Jean Martinet. GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields. CVPR workshop on Neural Rendering Intelligence 2024, Seattle, USA. June 2024.
- Arnab Dey, Di Yang, Antitza Dantcheva, Andrew Comport, Jean Martinet. HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields. IEEE CAI 2024, Singapore, June 2024.
- Amélie Gruel, Adrien Vincent, Sylvain Saïghi, Jean Martinet. Neuromorphic event-based line detection on Spinnaker. AICAS 2024, Abu Dhabi, UAE, April, 2024.
- Hugo Bulzomi, Yuta Nakano, Rémy Bendahan, Jean Martinet. Neuromorphic temporal pattern detection with spiking neural networks using synaptic delays. AICAS 2024, Abu Dhabi, UAE, April, 2024.
2023
- Amélie Gruel, Dalia Hareb, Antoine Grimaldi, Jean Martinet, Laurent Perrinet, Bernabé Linares-Barranco and Teresa Serrano-Gotarredona. Stakes of Neuromorphic Foveation: a promising future for embedded event cameras. Biological Cybernetics Special Issue: What can Computer Vision learn from Visual Neuroscience? 2023.
- Hugo Bulzomi, Amélie Gruel, Jean Martinet, Takeshi Fujita, Yuta Nakano, et al.. Object Detection for Embedded Systems Using Tiny Spiking Neural Networks: Filtering Noise Through Visual Attention. International Conference on Machine Vision and Applications (MVA), Jul 2023, Hamamatsu, Japan
- Amélie Gruel, Jean Martinet, Michele Magno. Simultaneous neuromorphic selection of multiple salient objects for event vision. IJCNN 2023, Queensland, Australia. June 2023.
- Amélie Gruel, Alfio di Mauro, Robin Hunziker, Luca Benini, Jean Martinet, Michele Magno. Embedded neuromorphic attention model leveraging a novel low-power heterogeneous platform. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2023), Hangzhou, China. June 2023.
- Hugo Bulzomi, Marcel Schweiker, Amélie Gruel, Jean Martinet. End-to-end Neuromorphic Lip-reading. CVPR 2023 Workshop on Event-based Vision, Vancouver, Canada. June 2023.
- Amélie Gruel, Lucia Trillo Carreras, Marina Bueno Garcia, Ewa Kupczyk, Jean Martinet. Frugal event data: how small is too small? A human performance assessment with shrinking data. CVPR 2023 Workshop on Event-based Vision, Vancouver, Canada. June 2023.
- Amélie Gruel, Jean Martinet. Sélection neuromorphique simultanée d’objets saillants dans des événements. ORASIS 2023, Carqueiranne, France. May 2023.
- Dalia Hareb, Jean Martinet. EvSegSNN : Segmentation sémantique neuromorphique pour la vision événementielle. ORASIS 2023, Carqueiranne, France. May 2023.
- Amélie Gruel, Jean Martinet, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona. Performance comparison of real time DVS data spatial downscaling methods using Spiking Neural Networks. WACV 2023, Hawaï, January 2023.
2022
- Antoine Grimaldi, Amélie Gruel, Camille Besnainou, Jean-Nicolas Jérémie, Jean Martinet and Laurent U. Perrinet. Precise Spiking Motifs in Neurobiological and Neuromorphic Data. Brain Sci. 2023, 13(1), 68; https://doi.org/10.3390/brainsci13010068. 2022.
- Amélie Gruel, Dalia Hareb, Jean Martinet, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona. Neuromorphic foveation applied to semantic segmentation. CVPR 2022 workshop "NeuroVision: What can computer vision learn from visual neuroscience?", New Orleans, Louisiana, June 2022.
- Amélie Gruel, Antonio Vitale, Jean Martinet, and Michele Magno. Neuromorphic Event-Based Spatio-temporal Attention using Adaptive Mechanisms. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2022), Songdo Convensia, Corea, June 2022.
- Amélie Gruel, Jean Martinet, Teresa Serrano-Gotarredona, and Bernabé Linares-Barranco. Event Data Downscaling for Embedded Computer Vision. International Conference on Computer Vision Theory and Applications (VISAPP 2022), Lisbonne, Portugal, February 2022.
2021
- Amélie Gruel, Jean Martinet, Bernabé Linares-Barranco, and Teresa Serrano-Gotarredona. Stakes of foveation on event cameras. ORASIS 2021, Saint Ferréol, France. 2021.
- Veïs Oudjail, Jean Martinet: Classification of motion directions with spiking neurons: a continual learning case. On- and Near-sensor Vision Processing, from Photons to Applications (ONSVP), satellite event of IEEE International Conference on Robotics and Automation (ICRA), Xi'an, China, 2021.
- Amélie Gruel, Jean Martinet: Bio-inspired visual attention for silicon retinas based on spiking neural networks applied to pattern classification. Content-Based Multimedia Indexing (CBMI), Lille, France, 2021.
- Jalila Filali, Hajer B. Zghal and Jean Martinet: OntoAnnClass: Ontology-Based Image Annotation driven by Classification using HMAX features. Multimedia Tools and Applications, 80(5): 6823-6851, 2021.
- Jalila Filali, Hajer B. Zghal and Jean Martinet: Comparing HMAX and BoVW Models for Large-Scale Image Classification. 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES), Szczecin, Poland, 2021,
2020
- Alex Vigneron, Jean Martinet: A critical survey of STDP in Spiking Neural Networks for Pattern Recognition. International Joint Conference on Neural Networks (IJCNN), 2020 (check the RG preprint).
- Veïs Oudjail, Jean Martinet: Meta-parameters exploration for unsupervised event-based motion analysis. VISIGRAPP: VISAPP, Valletta, Malta 2020 (check the HAL preprint).
- Jalila Filali, Hajer B. Zghal and Jean Martinet: Ontology-based Image Classification and Annotation. International Journal of Pattern Recognition and Artificial Intelligence, 2020.