Pouya Samangouei

SSH: Single Stage Headless Face Detector

Larry S. Davis, Rama Chellappa, Pouya Samangouei, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth

Swami Sankaranarayanan, Pouya Samangouei, Ardavan Saeedi, 2020, ICLR.

ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations

Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, 2018, ECCV.

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models pdf

Rama Chellappa, Pouya Samangouei, Maya Kabkab, 2018, ICLR.

Face-MagNet: Magnifying Feature Maps to Detect Small Faces

Larry S. Davis, Rama Chellappa, Pouya Samangouei, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Facial attributes for active authentication on mobile devices

Rama Chellappa, Vishal M. Patel, Pouya Samangouei, 2017, Image Vis. Comput..

Task-Aware Compressed Sensing with Generative Adversarial Networks

Rama Chellappa, Pouya Samangouei, Maya Kabkab, 2018, AAAI.

Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference pdf

Rama Chellappa, Wei-An Lin, Pouya Samangouei, 2019, ArXiv.

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

Pouya Samangouei, Mingyang Li, Xingxing Zuo, 2024, ArXiv.

Convolutional neural networks for attribute-based active authentication on mobile devices

Rama Chellappa, Pouya Samangouei, R. Chellappa, 2016, 2016 IEEE 8th International Conference on Biometrics Theory, Applications and Systems (BTAS).