Julia El Zini

According to our database, Julia El Zini authored at least 15 papers between 2016 and 2024.

Collaborative distances:

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

2024

On The Potential of The Fractal Geometry and The CNNs Ability to Encode it.

Julia El Zini, Bassel Musharrafieh, Mariette Awad

CoRR, 2024

2023

On the Explainability of Natural Language Processing Deep Models.

Julia El Zini, Mariette Awad

ACM Comput. Surv., 2023

CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions.

Julia El Zini, Mohamad Mansour, Mariette Awad

CoRR, 2023

2022

On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations.

Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments.

Karim Hamadeh, Julia El Zini, Joudi Hajar, Mariette Awad

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations.

Julia El Zini, Mariette Awad

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks.

Julia El Zini, Yara Rizk, Mariette Awad

J. Artif. Intell. Soft Comput. Res., 2021

A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection.

Christophe Karam, Julia El Zini, Mariette Awad, Charbel Saade, Lena Naffaa, Mohammad El Amine

J. Artif. Intell. Soft Comput. Res., 2021

2020

A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection.

Julia El Zini, Yara Rizk, Mariette Awad

IEEE Trans. Geosci. Remote. Sens., 2020

Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion.

Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement.

Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks.

Julia El Zini, Yara Rizk, Mariette Awad

CoRR, 2019

Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations.

Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun

Proceedings of the International Joint Conference on Neural Networks, 2019

2017

Distributed lifelong reinforcement learning with sub-linear regret.

Rasul Tutunov, Julia El Zini, Haitham Bou-Ammar, Ali Jadbabaie

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

TopoText: Interactive Digital Mapping of Literary Text.

Randa El Khatib, Julia El Zini, David Joseph Wrisley, Mohamad Jaber, Shady Elbassuoni

Proceedings of the COLING 2016, 2016