Safa Messaoud

18 papers A* 4Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
Explaining the role of Intrinsic Dimensionality in Adversarial Training.
ICML
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla
2025 J jnl
Fanar: An Arabic-Centric Multimodal Generative AI Platform.
CoRR
Ummar Abbas, Mohammad Shahmeer Ahmad, Firoj Alam, Enes Altinisik, Ehsaneddin Asgari, Yazan Boshmaf, Sabri Boughorbel, Sanjay Chawla, Shammur A. Chowdhury, Fahim Dalvi, Kareem Darwish, Nadir Durrani, Mohamed Elfeky, Ahmed K. Elmagarmid, Mohamed Y. Eltabakh, Masoomali Fatehkia, Anastasios Fragkopoulos, Maram Hasanain, Majd Hawasly, Mus'ab Husaini, Soon-Gyo Jung, Ji Kim Lucas, Walid Magdy, Safa Messaoud, Abubakr Mohamed, Tasnim Mohiuddin, Basel Mousi, Hamdy Mubarak, Ahmad Musleh, Zan Naeem, Mourad Ouzzani, Dorde Popovic, Amin Sadeghi, Husrev Taha Sencar, Mohammed Shinoy, Omar Sinan, Yifan Zhang, Ahmed Ali, Yassine El Kheir, Xiaosong Ma, Chaoyi Ruan
2024 J jnl
Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training.
CoRR
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla
2024 J jnl
S
CoRR
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
2024 A* conf
S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic.
ICLR
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
2023 J jnl
A3T: accuracy aware adversarial training.
Mach. Learn.
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla
2023 — conf
Impact of Adversarial Training on Robustness and Generalizability of Language Models.
ACL (Findings)
Enes Altinisik, Hassan Sajjad, Husrev T. Sencar, Safa Messaoud, Sanjay Chawla
2022 J jnl
A3T: Accuracy Aware Adversarial Training.
CoRR
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla
2022 J jnl
Impact of Adversarial Training on Robustness and Generalizability of Language Models.
CoRR
Enes Altinisik, Hassan Sajjad, Husrev Taha Sencar, Safa Messaoud, Sanjay Chawla
2021 A* conf
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization.
SIGIR
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, ChengXiang Zhai, Alexander G. Schwing
2021 J jnl
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization.
CoRR
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, ChengXiang Zhai, Alexander G. Schwing
2021 — —
Toward more scalable structured models
Safa Messaoud
2020 — conf
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?
CVPR Workshops
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
2020 J jnl
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?
CoRR
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
2020 A* conf
Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning?
CVPR
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
2018 — conf
Structural Consistency and Controllability for Diverse Colorization.
ECCV (6)
Safa Messaoud, David A. Forsyth, Alexander G. Schwing
2018 J jnl
Structural Consistency and Controllability for Diverse Colorization.
CoRR
Safa Messaoud, David A. Forsyth, Alexander G. Schwing
2013 J jnl
Reaction-diffusion modelling for microphysiometry on cellular specimens.
Medical Biol. Eng. Comput.
Daniel Grundl, Xiaorui Zhang, Safa Messaoud, Cornelia Pfister, Franz Demmel, Mario S. Mommer, Bernhard Wolf, Martin Brischwein