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ORCIDPouya Samangouei
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Books and Theses
- 2018
[b1]Pouya Samangouei:
Machine Learning of Facial Attributes Using Explainable, Secure and Generative Adversarial Networks. University of Maryland, College Park, MD, USA, 2018
Journal Articles
- 2017
- [j1]Pouya Samangouei
, Vishal M. Patel, Rama Chellappa:
Facial attributes for active authentication on mobile devices. Image Vis. Comput. 58: 181-192 (2017)
Conference and Workshop Papers
- 2020
- [c9]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 - 2018
- [c8]Maya Kabkab, Pouya Samangouei, Rama Chellappa:
Task-Aware Compressed Sensing With Generative Adversarial Networks. AAAI 2018: 2297-2304 - [c7]Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman:
ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations. ECCV (10) 2018: 681-696 - [c6]Pouya Samangouei, Maya Kabkab, Rama Chellappa:
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. ICLR (Poster) 2018 - [c5]Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis:
Face-MagNet: Magnifying Feature Maps to Detect Small Faces. WACV 2018: 122-130 - 2017
- [c4]Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis:
SSH: Single Stage Headless Face Detector. ICCV 2017: 4885-4894 - 2016
- [c3]Ali Koochakzadeh, Sina Miran, Pouya Samangouei, Michael C. Rotkowitz:
Nonnegative Matrix Factorization by optimization on the Stiefel manifold with SVD initialization. Allerton 2016: 1068-1073 - [c2]Pouya Samangouei, Rama Chellappa:
Convolutional neural networks for attribute-based active authentication on mobile devices. BTAS 2016: 1-8 - 2015
- [c1]Pouya Samangouei, Vishal M. Patel, Rama Chellappa:
Attribute-based continuous user authentication on mobile devices. BTAS 2015: 1-8
Informal and Other Publications
- 2024
- [i8]Xingxing Zuo, Pouya Samangouei, Yunwen Zhou, Yan Di, Mingyang Li:
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding. CoRR abs/2401.01970 (2024) - [i7]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 abs/2405.11697 (2024) - 2019
- [i6]Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa:
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference. CoRR abs/1911.10291 (2019) - 2018
- [i5]Maya Kabkab, Pouya Samangouei, Rama Chellappa:
Task-Aware Compressed Sensing with Generative Adversarial Networks. CoRR abs/1802.01284 (2018) - [i4]Pouya Samangouei, Mahyar Najibi, Larry S. Davis, Rama Chellappa:
Face-MagNet: Magnifying Feature Maps to Detect Small Faces. CoRR abs/1803.05258 (2018) - [i3]Pouya Samangouei, Maya Kabkab, Rama Chellappa:
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. CoRR abs/1805.06605 (2018) - 2017
- [i2]Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis:
SSH: Single Stage Headless Face Detector. CoRR abs/1708.03979 (2017) - 2016
- [i1]Pouya Samangouei, Rama Chellappa:
Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices. CoRR abs/1604.08865 (2016)
Coauthor Index
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