Safa Messaoud

According to our database, Safa Messaoud authored at least 10 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training.

Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla

CoRR, 2024

S²AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic.

Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla

CoRR, 2024

S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic.

Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A3T: accuracy aware adversarial training.

Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla

Mach. Learn., September, 2023

Impact of Adversarial Training on Robustness and Generalizability of Language Models.

Enes Altinisik, Hassan Sajjad, Husrev T. Sencar, Safa Messaoud, Sanjay Chawla

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2021

Toward more scalable structured models

Safa Messaoud

PhD thesis, 2021

DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization.

Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?

Safa Messaoud, Maghav Kumar, Alexander G. Schwing

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

Structural Consistency and Controllability for Diverse Colorization.

Safa Messaoud, David A. Forsyth, Alexander G. Schwing

Proceedings of the Computer Vision - ECCV 2018, 2018

2013

Reaction-diffusion modelling for microphysiometry on cellular specimens.

Daniel Grundl, Xiaorui Zhang, Safa Messaoud, Cornelia Pfister, Franz Demmel, Mario S. Mommer, Bernhard Wolf, Martin Brischwein

Medical Biol. Eng. Comput., 2013