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Julia El Zini
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- affiliation: American University of Beirut, Libanon
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2020 – today
- 2024
- [i7]Julia El Zini, Bassel Musharrafieh, Mariette Awad
:
On The Potential of The Fractal Geometry and The CNNs Ability to Encode it. CoRR abs/2401.04141 (2024) - 2023
- [j4]Julia El Zini
On the Explainability of Natural Language Processing Deep Models. ACM Comput. Surv. 55(5): 103:1-103:31 (2023) - [i6]Julia El Zini, Mohamad Mansour
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions. CoRR abs/2301.07941 (2023) - 2022
- [c8]Julia El Zini, Mariette Awad:
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. EMNLP (Findings) 2022: 1391-1402 - [c7]Karim Hamadeh, Julia El Zini, Joudi Hajar, Mariette Awad
MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments. AIAI (1) 2022: 270-281 - [c6]Julia El Zini, Mohamad Mansour
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. AIAI (2) 2022: 338-349 - [i5]Julia El Zini, Mohamad Mansour
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. CoRR abs/2210.06916 (2022) - [i4]Julia El Zini, Mariette Awad
On the Explainability of Natural Language Processing Deep Models. CoRR abs/2210.06929 (2022) - [i3]Julia El Zini, Mariette Awad
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. CoRR abs/2210.08902 (2022) - 2021
- [j3]Julia El Zini, Yara Rizk, Mariette Awad
An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. J. Artif. Intell. Soft Comput. Res. 11(1): 33-50 (2021) - [j2]Christophe Karam
A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection. J. Artif. Intell. Soft Comput. Res. 12(2): 101-120 (2021) - 2020
- [j1]Julia El Zini
A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection. IEEE Trans. Geosci. Remote. Sens. 58(5): 3202-3212 (2020) - [c5]Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad:
BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. AAAI 2020: 2561-2568 - [c4]Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad
Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion. IJCNN 2020: 1-7
2010 – 2019
- 2019
- [c3]Julia El Zini, Yara Rizk, Mariette Awad
Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations. IJCNN 2019: 1-9 - [i2]Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar:
Change your singer: a transfer learning generative adversarial framework for song to song conversion. CoRR abs/1911.02933 (2019) - [i1]Julia El Zini, Yara Rizk, Mariette Awad:
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. CoRR abs/1911.13252 (2019) - 2017
- [c2]Rasul Tutunov, Julia El Zini, Haitham Bou-Ammar, Ali Jadbabaie:
Distributed lifelong reinforcement learning with sub-linear regret. CDC 2017: 2254-2259 - 2016
- [c1]Randa El Khatib, Julia El Zini, David Joseph Wrisley, Mohamad Jaber, Shady Elbassuoni:
TopoText: Interactive Digital Mapping of Literary Text. COLING (Demos) 2016: 189-193
Coauthor Index
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