Samangouei, Pouya

6 publications

ICLR 2020 Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman

ICLR 2018 Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models Pouya Samangouei, Maya Kabkab, Rama Chellappa

ECCV 2018 ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman

WACV 2018 Face-MagNet: Magnifying Feature Maps to Detect Small Faces Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis

AAAI 2018 Task-Aware Compressed Sensing with Generative Adversarial Networks Maya Kabkab, Pouya Samangouei, Rama Chellappa

ICCV 2017 SSH: Single Stage Headless Face Detector Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis