| Current teams : | ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Former team : | Phare |
| Publications SYEL | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | Total |
|---|---|---|---|---|---|---|---|---|
| Books | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 |
| Edited books | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Journal articles | 4 | 2 | 2 | 5 | 2 | 4 | 0 | 19 |
| Book chapters | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 3 |
| Conference papers | 6 | 7 | 8 | 1 | 5 | 13 | 12 | 52 |
| Habilitations | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 3 |
| Theses | 4 | 2 | 1 | 0 | 1 | 4 | 3 | 15 |
- C. Del cistia Gallimard, F. Beroul, J. Denoulet, K. Nikolajevic, A. Pinna, B. Granado, Ch. Marsala : “Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads”, IEEE World Congress on Computational Intelligence, Padua, Italy [Del cistia Gallimard 2022]
- S. Deschamps, H. Sahbi : “Reinforcement-based Display Selection for Frugal Learning”, International Conference on Pattern Recognition (ICPR), Montréal, Canada [Deschamps 2022a]
- S. Deschamps, H. Sahbi : “REINFORCEMENT-BASED FRUGAL LEARNING FOR INTERACTIVE SATELLITE IMAGE CHANGE DETECTION”, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, pp. 627-630, (IEEE) [Deschamps 2022b]
- P. Dobias, Th. Garbay, B. Granado, Kh. HACHICHA, A. Pinna : “Comparative Study of Scheduling a Convolutional Neural Network on Multicore MCU”, DASIP 2022 - 15th International Workshop on Design and Architecture for Signal and Image Processing, vol. 13425, Lecture Notes in Computer Science, Budapest, Hungary, pp. 69-80, (Springer International Publishing) [Dobias 2022]
- R. Dupont, M. Alaoui, H. Sahbi, A. Lebois : “EXTRACTING EFFECTIVE SUBNETWORKS WITH GUMBEL-SOFTMAX”, 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, pp. 931-935, (IEEE) [Dupont 2022]
- J. Ehmer, B. Granado, J. Denoulet, Y. Savaria, J.‑P. David : “Low Complexity Shallow Neural Network With Improved False Negative Rate for Cyber Intrusion Detection Systems”, 2022 20th IEEE Interregional NEWCAS Conference (NEWCAS), Québec, Canada, pp. 168-172, (IEEE) [Ehmer 2022]
- Th. Garbay, Kh. HACHICHA, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, B. Granado : “Accurate Estimation of the CNN Inference Cost for TinyML Devices”, 35th IEEE INTERNATIONAL SYSTEM-ON-CHIP CONFERENCE, Belfast, Ireland [Garbay 2022a]
- Th. Garbay, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, Kh. HACHICHA, B. Granado : “Estimation du coût d’inférence des réseaux de neurones convolutifs dans un microcontrôleur”, 16ème Colloque du GDR SoC2, Strasbourg, France [Garbay 2022c]
- V. Janiak, V. Jousselin, G. Tallec, Ch. Marsala, U. Saleem, M. Dres, A. Pinna : “Prediction of the extubation outcome through Electrical Impedance Tomography measurements”, IEEE Biomedical Circuits and Systems (BIOCAS), Tapei, Taiwan, Province of China [Janiak 2022]
- M. Mba, R. Gamom Ngounou Ewo, J. Denoulet, P. Melatagia Yonta, B. Granado : “An efficient FPGA overlay for MPI-2 RMA parallel applications”, 2022 20th IEEE Interregional NEWCAS Conference (NEWCAS), Québec, Canada, pp. 412-416, (IEEE) [Mba 2022]
- H. Sahbi : “TOPOLOGICALLY-CONSISTENT MAGNITUDE PRUNING FOR VERY LIGHTWEIGHT GRAPH CONVOLUTIONAL NETWORKS”, 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, pp. 3495-3499, (IEEE) [Sahbi 2022a]
- H. Sahbi, S. Deschamps : “LEARNING VIRTUAL EXEMPLARS FOR LABEL-EFFICIENT SATELLITE IMAGE CHANGE DETECTION”, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, pp. 1197-1200, (IEEE) [Sahbi 2022b]
- O. Thiery, G. Martin, I. Bloch, M. Dres, U. Saleem, A. Pinna : “Semi-Automatic A-Line Detection and Confidence Scoring in Lung Ultrasound”, BioCAS 2022 - Biomedical Circuits and Systems Conference, Taipei, Taiwan, Province of China [Thiery 2022]