Pouya Samangouei

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Generative Model

Top Venues

Publications

Xingxing Zuo, Pouya Samangouei, Yunwen Zhou, Yan Di, Mingyang Li
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding. CoRR (2024)
Nicholas Dufour, Arkanath Pathak, Pouya Samangouei, Nikki Hariri, Shashi Deshetti, Andrew Dudfield, Christopher Guess, Pablo Hernández Escayola, Bobby Tran, Mevan Babakar, Christoph Bregler
AMMeBa: A Large-Scale Survey and Dataset of Media-Based Misinformation In-The-Wild. CoRR (2024)
Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth. ICLR (2020)
Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference. CoRR (2019)
Pouya Samangouei, Maya Kabkab, Rama Chellappa
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. CoRR (2018)
Pouya Samangouei, Mahyar Najibi, Larry S. Davis, Rama Chellappa
Face-MagNet: Magnifying Feature Maps to Detect Small Faces. CoRR (2018)
Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman
ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations. ECCV (10) (2018)
Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis
Face-MagNet: Magnifying Feature Maps to Detect Small Faces. WACV (2018)
Pouya Samangouei, Maya Kabkab, Rama Chellappa
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. ICLR (Poster) (2018)
Maya Kabkab, Pouya Samangouei, Rama Chellappa
Task-Aware Compressed Sensing With Generative Adversarial Networks. AAAI (2018)
Maya Kabkab, Pouya Samangouei, Rama Chellappa
Task-Aware Compressed Sensing with Generative Adversarial Networks. CoRR (2018)
Pouya Samangouei, Vishal M. Patel, Rama Chellappa
Facial attributes for active authentication on mobile devices. Image Vis. Comput. 58 (2017)
Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis
SSH: Single Stage Headless Face Detector. CoRR (2017)
Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis
SSH: Single Stage Headless Face Detector. ICCV (2017)
Ali Koochakzadeh, Sina Miran, Pouya Samangouei, Michael C. Rotkowitz
Nonnegative Matrix Factorization by optimization on the Stiefel manifold with SVD initialization. Allerton (2016)
Pouya Samangouei, Rama Chellappa
Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices. CoRR (2016)
Pouya Samangouei, Rama Chellappa
Convolutional neural networks for attribute-based active authentication on mobile devices. BTAS (2016)
Pouya Samangouei, Vishal M. Patel, Rama Chellappa
Attribute-based continuous user authentication on mobile devices. BTAS (2015)