Attribute-based continuous user authentication on mobile devices. - Pouya Samangouei; Vishal M. Patel; Rama Chellappa (BTAS, 2015)

Nonnegative Matrix Factorization by optimization on the Stiefel manifold with SVD initialization. - Ali Koochakzadeh; Sina Miran; Pouya Samangouei; Michael C. Rotkowitz (Allerton, 2016)

Convolutional neural networks for attribute-based active authentication on mobile devices. - Pouya Samangouei; Rama Chellappa (BTAS, 2016)

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

Facial attributes for active authentication on mobile devices. - Pouya Samangouei; Vishal M. Patel; Rama Chellappa (Image Vis. Comput., 2017)

Task-Aware Compressed Sensing With Generative Adversarial Networks. - Maya Kabkab; Pouya Samangouei; Rama Chellappa (AAAI, 2018)

ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations. - Pouya Samangouei; Ardavan Saeedi; Liam Nakagawa; Nathan Silberman (ECCV (10), 2018)

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

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

Machine Learning of Facial Attributes Using Explainable, Secure and Generative Adversarial Networks. - Pouya Samangouei (2018)

Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference. - Wei-An Lin; Yogesh Balaji; Pouya Samangouei; Rama Chellappa (CoRR, 2019)

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, 2020)

AMMeBa: A Large-Scale Survey and Dataset of Media-Based Misinformation In-The-Wild. - Nicholas Dufour; Arkanath Pathak; Pouya Samangouei; Nikki Hariri; Shashi Deshetti; Andrew Dudfield; Christopher Guess; Pablo Hernández Escayola; Bobby Tran; Mevan Babakar; Christoph Bregler (CoRR, 2024)

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding. - Xingxing Zuo 001; Pouya Samangouei; Yunwen Zhou; Yan Di; Mingyang Li (Int. J. Comput. Vis., 2025)