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Dive into the research topics where Safa Messaoud is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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HBKU-OVPR-SRG-02-1: Advancing Qatar's AI Landscape: Developing an Arabic-Centric and Ethically-Aligned Large Language Model
Abdallah, M. M. (Principal Investigator), Al Fuqaha, A. (Principal Investigator), Sencar, H. T. (Lead Principal Investigator), Messaoud, S. (Principal Investigator), Senturk, R. (Principal Investigator), Ozalkan, S. (Principal Investigator) & Abdalla, A. (Graduate Student)
1/06/24 → 1/03/26
Project: Applied Research
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Explaining the role of Intrinsic Dimensionality in Adversarial Training
Altinisik, E., Messaoud, S., Sencar, H. T., Sajjad, H. & Chawla, S., 17 Jul 2025, In: Proceedings of Machine Learning Research. 267, p. 1-16 16 p.Research output: Contribution to journal › Conference article › peer-review
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S2AC: ENERGY-BASED REINFORCEMENT LEARNING WITH STEIN SOFT ACTOR CRITIC
Messaoud, S., Mokeddem, B., Xue, Z., Pang, L., An, B., Chen, H. & Chawla, S., 11 May 2024.Research output: Contribution to conference › Paper › peer-review
7 Link opens in a new tab Citations (Scopus) -
A3T: accuracy aware adversarial training
Altinisik, E., Messaoud, S., Sencar, H. T. & Chawla, S., Sept 2023, In: Machine Learning. 112, 9, p. 3191-3210 20 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Impact of Adversarial Training on Robustness and Generalizability of Language Models
Altinisik, E., Sajjad, H., Sencar, H. T., Messaoud, S. & Chawla, S., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 7828-7840 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization
Messaoud, S., Lourentzou, I., Boughoula, A., Zehni, M., Zhao, Z., Zhai, C. & Schwing, A. G., 11 Jul 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1389-1399 11 p. 3462959. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access11 Link opens in a new tab Citations (Scopus)