Pouya Samangouei

20 papers A* 3A 1Journal 10Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding. Int. J. Comput. Vis. Xingxing Zuo, Pouya Samangouei, Yunwen Zhou, Yan Di, Mingyang Li
2024	J	`jnl`	AMMeBa: A Large-Scale Survey and Dataset of Media-Based Misinformation In-The-Wild. CoRR Nicholas Dufour, Arkanath Pathak, Pouya Samangouei, Nikki Hariri, Shashi Deshetti, Andrew Dudfield, Christopher Guess, Pablo Hernández Escayola, Bobby Tran, Mevan Babakar, Christoph Bregler
2024	J	`jnl`	FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding. CoRR Xingxing Zuo, Pouya Samangouei, Yunwen Zhou, Yan Di, Mingyang Li
2020	A*	`conf`	Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth. ICLR Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman
2019	J	`jnl`	Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference. CoRR Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa
2018	—	`conf`	Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. ICLR (Poster) Pouya Samangouei, Maya Kabkab, Rama Chellappa
2018	J	`jnl`	Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. CoRR Pouya Samangouei, Maya Kabkab, Rama Chellappa
2018	—	`conf`	ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations. ECCV (10) Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman
2018	A	`conf`	Face-MagNet: Magnifying Feature Maps to Detect Small Faces. WACV Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis
2018	J	`jnl`	Face-MagNet: Magnifying Feature Maps to Detect Small Faces. CoRR Pouya Samangouei, Mahyar Najibi, Larry S. Davis, Rama Chellappa
2018	—	`—`	Machine Learning of Facial Attributes Using Explainable, Secure and Generative Adversarial Networks. Pouya Samangouei
2018	A*	`conf`	Task-Aware Compressed Sensing With Generative Adversarial Networks. AAAI Maya Kabkab, Pouya Samangouei, Rama Chellappa
2018	J	`jnl`	Task-Aware Compressed Sensing with Generative Adversarial Networks. CoRR Maya Kabkab, Pouya Samangouei, Rama Chellappa
2017	J	`jnl`	Facial attributes for active authentication on mobile devices. Image Vis. Comput. Pouya Samangouei, Vishal M. Patel, Rama Chellappa
2017	A*	`conf`	SSH: Single Stage Headless Face Detector. ICCV Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis
2017	J	`jnl`	SSH: Single Stage Headless Face Detector. CoRR Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis
2016	J	`jnl`	Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices. CoRR Pouya Samangouei, Rama Chellappa
2016	—	`conf`	Convolutional neural networks for attribute-based active authentication on mobile devices. BTAS Pouya Samangouei, Rama Chellappa
2016	—	`conf`	Nonnegative Matrix Factorization by optimization on the Stiefel manifold with SVD initialization. Allerton Ali Koochakzadeh, Sina Miran, Pouya Samangouei, Michael C. Rotkowitz
2015	—	`conf`	Attribute-based continuous user authentication on mobile devices. BTAS Pouya Samangouei, Vishal M. Patel, Rama Chellappa