Safa Messaoud

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Nonparametric Belief Propagation

Undirected Graphical Models

Reinforcement Learning

Top Venues

Publications

Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla
Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training. CoRR (2024)
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic. ICLR (2024)
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic. CoRR (2024)
Enes Altinisik, Hassan Sajjad, Husrev T. Sencar, Safa Messaoud, Sanjay Chawla
Impact of Adversarial Training on Robustness and Generalizability of Language Models. ACL (Findings) (2023)
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla
A3T: accuracy aware adversarial training. Mach. Learn. 112 (9) (2023)
Enes Altinisik, Hassan Sajjad, Husrev Taha Sencar, Safa Messaoud, Sanjay Chawla
Impact of Adversarial Training on Robustness and Generalizability of Language Models. CoRR (2022)
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla
A3T: Accuracy Aware Adversarial Training. CoRR (2022)
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. SIGIR (2021)
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. CoRR (2021)
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? CVPR (2020)
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? CVPR Workshops (2020)
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? CoRR (2020)
Safa Messaoud, David A. Forsyth, Alexander G. Schwing
Structural Consistency and Controllability for Diverse Colorization. ECCV (6) (2018)
Safa Messaoud, David A. Forsyth, Alexander G. Schwing
Structural Consistency and Controllability for Diverse Colorization. CoRR (2018)
Daniel Grundl, Xiaorui Zhang, Safa Messaoud, Cornelia Pfister, Franz Demmel, Mario S. Mommer, Bernhard Wolf, Martin Brischwein
Reaction-diffusion modelling for microphysiometry on cellular specimens. Medical Biol. Eng. Comput. 51 (4) (2013)