Julia El Zini

19 papers A* 1B 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
On The Potential of The Fractal Geometry and The CNNs Ability to Encode it.
CoRR
Julia El Zini, Bassel Musharrafieh, Mariette Awad
2023 J jnl
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions.
CoRR
Julia El Zini, Mohamad Mansour, Mariette Awad
2023 J jnl
On the Explainability of Natural Language Processing Deep Models.
ACM Comput. Surv.
Julia El Zini, Mariette Awad
2022 — conf
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations.
EMNLP (Findings)
Julia El Zini, Mariette Awad
2022 J jnl
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations.
CoRR
Julia El Zini, Mariette Awad
2022 — conf
MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments.
AIAI (1)
Karim Hamadeh, Julia El Zini, Joudi Hajar, Mariette Awad
2022 — conf
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations.
AIAI (2)
Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad
2022 J jnl
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations.
CoRR
Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad
2022 J jnl
On the Explainability of Natural Language Processing Deep Models.
CoRR
Julia El Zini, Mariette Awad
2021 J jnl
A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection.
J. Artif. Intell. Soft Comput. Res.
Christophe Karam, Julia El Zini, Mariette Awad, Charbel Saade, Lena Naffaa, Mohammad El Amine
2021 J jnl
An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks.
J. Artif. Intell. Soft Comput. Res.
Julia El Zini, Yara Rizk, Mariette Awad
2020 J jnl
A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection.
IEEE Trans. Geosci. Remote. Sens.
Julia El Zini, Yara Rizk, Mariette Awad
2020 A* conf
BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement.
AAAI
Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad
2020 B conf
Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion.
IJCNN
Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar
2019 J jnl
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks.
CoRR
Julia El Zini, Yara Rizk, Mariette Awad
2019 J jnl
Change your singer: a transfer learning generative adversarial framework for song to song conversion.
CoRR
Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar
2019 B conf
Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations.
IJCNN
Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun
2017 — conf
Distributed lifelong reinforcement learning with sub-linear regret.
CDC
Rasul Tutunov, Julia El Zini, Haitham Bou-Ammar, Ali Jadbabaie
2016 — conf
TopoText: Interactive Digital Mapping of Literary Text.
COLING (Demos)
Randa El Khatib, Julia El Zini, David Joseph Wrisley, Mohamad Jaber, Shady Elbassuoni