Jihene Tmamna

According to our database, Jihene Tmamna authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed

Expert Syst. J. Knowl. Eng., April, 2024

A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs.

Jihene Tmamna, Rahma Fourati, Emna Ben Ayed, Leandro A. Passos, João P. Papa, Mounir Ben Ayed, Amir Hussain

Neurocomputing, 2024

A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed

Appl. Soft Comput., 2024

On the Effect of Quantization on Deep Neural Networks Performance.

Jihene Tmamna, Rahma Fourati, Hela Ltifi

Proceedings of the Advances in Computational Collective Intelligence, 2024

2023

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed

Proceedings of the IEEE Symposium on Computers and Communications, 2023

Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification.

Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

2021

Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization.

Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Deep learning for internet of things in fog computing: Survey and Open Issues.

Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020