Julia El Zini

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Fractal Geometry

Parallel Implementations

Recurrent Neural Networks

Natural Language Processing

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Julia El Zini, Bassel Musharrafieh, Mariette Awad
On The Potential of The Fractal Geometry and The CNNs Ability to Encode it. CoRR (2024)
Julia El Zini, Mariette Awad
On the Explainability of Natural Language Processing Deep Models. ACM Comput. Surv. 55 (5) (2023)
Julia El Zini, Mohammad Mansour, Mariette Awad
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions. CoRR (2023)
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)
Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. CoRR (2022)
Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. AIAI (2) (2022)
Julia El Zini, Mariette Awad
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. CoRR (2022)
Julia El Zini, Mariette Awad
On the Explainability of Natural Language Processing Deep Models. CoRR (2022)
Julia El Zini, Mariette Awad
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. EMNLP (Findings) (2022)
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) (2021)
Christophe Karam, Julia El Zini, Mariette Awad, Charbel Saade, Lena Naffaa, Mohammad El Amine
A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection. J. Artif. Intell. Soft Comput. Res. 12 (2) (2021)
Julia El Zini, Yara Rizk, Mariette Awad
A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
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. IJCNN (2020)
Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad
BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. AAAI (2020)
Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun
Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations. IJCNN (2019)
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 (2019)
Julia El Zini, Yara Rizk, Mariette Awad
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. CoRR (2019)
Rasul Tutunov, Julia El Zini, Haitham Bou-Ammar, Ali Jadbabaie
Distributed lifelong reinforcement learning with sub-linear regret. CDC (2017)
Randa El Khatib, Julia El Zini, David Wrisley, Mohamad Jaber, Shady Elbassuoni
TopoText: Interactive Digital Mapping of Literary Text. COLING (Demos) (2016)