Messaoud, Safa

6 publications

ICML 2025 Explaining the Role of Intrinsic Dimensionality in Adversarial Training Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla

ICLR 2024 S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla

NeurIPSW 2023 $S^2Ac$: Energy-Based Reinforcement Learning with Stein Soft Actor Critic Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla

MLJ 2023 A3T: Accuracy Aware Adversarial Training Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla

CVPRW 2020 Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? Safa Messaoud, Maghav Kumar, Alexander G. Schwing

ECCV 2018 Structural Consistency and Controllability for Diverse Colorization Safa Messaoud, David Forsyth, Alexander G. Schwing