Mehrdad Saberi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Fundamental Limits

Top Venues

Intell. Syst. Appl.

IEEE/ACM Trans. Netw.

Publications

Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Malemir Chegini, Wenxiao Wang, Soheil Feizi
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks. ICLR (2024)
Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi
PRIME: Prioritizing Interpretability in Failure Mode Extraction. ICLR (2024)
Arman Zarei, Keivan Rezaei, Samyadeep Basu, Mehrdad Saberi, Mazda Moayeri, Priyatham Kattakinda, Soheil Feizi
Understanding and Mitigating Compositional Issues in Text-to-Image Generative Models. CoRR (2024)
Christoph Lenzen, Moti Medina, Mehrdad Saberi, Stefan Schmid
Robust Routing Made Easy: Reinforcing Networks Against Non-Benign Faults. IEEE/ACM Trans. Netw. 32 (1) (2024)
Mehrdad Saberi, Vinu Sankar Sadasivan, Arman Zarei, Hessam Mahdavifar, Soheil Feizi
DREW : Towards Robust Data Provenance by Leveraging Error-Controlled Watermarking. CoRR (2024)
Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi
PRIME: Prioritizing Interpretability in Failure Mode Extraction. CoRR (2023)
Zeinab Golgooni, Mehrdad Saberi, Masih Eskandar, Mohammad Hossein Rohban
ZeroGrad: Costless conscious remedies for catastrophic overfitting in the FGSM adversarial training. Intell. Syst. Appl. 19 (2023)
Samyadeep Basu, Mehrdad Saberi, Shweta Bhardwaj, Atoosa Malemir Chegini, Daniela Massiceti, Maziar Sanjabi, Shell Xu Hu, Soheil Feizi
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods. CoRR (2023)
Christoph Lenzen, Moti Medina, Mehrdad Saberi, Stefan Schmid
Robust Routing Made Easy: Reinforcing Networks Against Non-Benign Faults. CoRR (2023)
Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Malemir Chegini, Wenxiao Wang, Soheil Feizi
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks. CoRR (2023)
Zeinab Golgooni, Mehrdad Saberi, Masih Eskandar, Mohammad Hossein Rohban
ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training. CoRR (2021)