Profile Ramzi ZOUARI
First Name
Ramzi
Last Name
ZOUARI
Address
Sakiet Ezzit, 3021 Sfax - Tunisia
Zip code
3038
Biography
<p>Ramzi Zouari is an Assistant Professor at the High Institute of Informatics and Multimedia in Sfax, Tunisia. He is also a researcher in the Laboratory of Signals, systeMs, aRtificial Intelligence and neTworkS (SM@RTS) at the Digital Research Center of Sfax. He obtained the doctorate diploma from the National School of Engineering of Sfax, Tunisia in 2020. His research interests include handwriting trajectory modeling and recognition. Moreover, he focuses his research on the analysis of geo-spatial images for smart agriculture, and also the investigation of the adversarial robustness of deep neural networks used by autonomous vehicles.</p>
Research Interests
<p>Remote sensing; Foundation models; Generative AI; Adaptation techniques (LoRA, Conv-LoRA); Mixture of Experts</p>
Scientific publications
| Title | Cited by | Year |
|---|---|---|
Vision Transformers with Efficient LoRA Finetuning for Breast Cancer ClassificationTE Mousa, R Zouari, M Baklouti2024 IEEE/ACS 21st International Conference on Computer Systems and …, 2024 |
1 | 2024 |
Deep learning based mobilenet and multi-head attention model for facial expression recognition.A Nouisser, R Zouari, M KherallahInt. Arab J. Inf. Technol. 20 (3A), 485-491, 2023 |
6 | 2023 |
Breast Cancer Detection Based DenseNet with Attention Model in Mammogram ImagesTE Mousa, R Zouari, M BakloutiInternational Conference on Model and Data Engineering, 259-271, 2023 |
3 | 2023 |
Temporal Residual Network Based Multi-Head Attention Model for Arabic Handwriting Recognition.R Zouari, D Othmen, H Boubaker, M KherallahInternational Arab Journal of Information Technology (IAJIT) 20, 2023 |
0 | 2023 |
Enhanced MobileNet and transfer learning for facial emotion recognitionA Nouisser, R Zouari, M Kherallah2022 International Arab Conference on Information Technology (ACIT), 1-5, 2022 |
13 | 2022 |