| Convolutional neural network architecture search based on fractal decomposition optimization algorithm L Souquet, N Shvai, A Llanza, A Nakib Expert Systems with Applications 213, 118947, 2023 | 9 | 2023 |
| A feature-based gaze estimation algorithm for natural light scenarios O Ferhat, A Llanza, F Vilariño Pattern Recognition and Image Analysis: 7th Iberian Conference, IbPRIA 2015 …, 2015 | 7 | 2015 |
| Novel context-aware classification for highly accurate automatic toll collection M Khata, N Shvai, A Hasnat, A Llanza, A Sanogo, A Meicler, A Nakib 2019 IEEE Intelligent vehicles symposium (IV), 1105-1110, 2019 | 5 | 2019 |
| Application guided image quality estimation based on classification A Hasnat, N Shvai, A Sanogo, M Khata, A Llanza, A Meicler, A Nakib 2019 IEEE International Conference on Image Processing (ICIP), 549-553, 2019 | 4 | 2019 |
| Adaptive Image Anonymization in the Context of Image Classification with Neural Networks N Shvai, AL Carmona, A Nakib Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
| Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm L Souquet, N Shvai, A Llanza, A Nakib 2020 IEEE Congress on Evolutionary Computation (CEC), 1-6, 2020 | 3 | 2020 |
| HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm L Souquet, N Shvai, A Llanza, A Nakib Proceedings of the 2020 genetic and evolutionary computation conference …, 2020 | 2 | 2020 |
| Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization A Llanza, FE Keddous, N Shvai, A Nakib 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | 1 | 2023 |
| Devs: Data distillation algorithm based on evolution strategy N Shvai, A Llanza, A Hasnat, A Nakib Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 1 | 2022 |
| Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint A Meicler, A Sanogo, N Shvai, A Llanza, A Hasnat, M Khata, ED Younes, ... International Conference on Image Analysis and Recognition, 95-106, 2020 | 1 | 2020 |
| PixMap: automatic license plate recognition with convolutional neural network based on saliency maps A Sanogo, A Llanza, N Shvai, A Hasnat, M Khata, Y El Khattabi, A Meicler, ... Digital Optical Technologies 2019 11062, 92-104, 2019 | 1 | 2019 |
| Gaze interaction for multi-display systems using natural light eye-tracker O Ferhat, A Llanza, F Vilarino SAGA-International Workshop on Solutions for Automatic Gaze Data Analysis …, 2015 | 1 | 2015 |
| Vision transformers inference acceleration based on adaptive layer normalization FE Keddous, A Llanza, N Shvai, A Nakib Neurocomputing 610, 128524, 2024 | | 2024 |
| Evolutionary Algorithm Based Adaptive Image Anonymization A Llanza, N Shvai, A Nakib Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | | 2024 |
| Black-Box Optimization Based Adaptive Image Anonymization A Llanza, N Shvai, A Nakib 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024 | | 2024 |
| Towards Lightweight Transformer Architecture: an Analysis on Semantic Segmentation B Ivaniuk-Skulskyi, N Shvai, A Llanza, A Nakib 2024 International Conference on Artificial Intelligence, Computer, Data …, 2024 | | 2024 |
| Inference Acceleration of Deep Learning Classifiers Based on RNN FE Keddous, N Shvai, A Llanza, A Nakib 2023 IEEE International Conference on Image Processing (ICIP), 2450-2454, 2023 | | 2023 |
| Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation A Llanza, FE Keddous, N Shvai, A Nakib 2023 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2023 | | 2023 |
| Evolutionary data distillation for large image size datasets N Shvai, AL Carmona, A Nakib INTERNATIONAL CONFERENCE ON OPTIMIZATION AND LEARNING (OLA2023), 2023 | | 2023 |
| Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm A Llanza, N Shvai, A Nakib arXiv preprint arXiv:2209.11695, 2022 | | 2022 |
