Pouya Samangouei

发表

ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations

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

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

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

Machine Learning of Facial Attributes Using Explainable, Secure and Generative Adversarial Networks

Pouya Samangouei, 2018 .

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).

Attribute-based continuous user authentication on mobile devices

Rama Chellappa, Vishal M. Patel, Pouya Samangouei, 2015, 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS).

Active authentication using facial attributes

Rama Chellappa, Vishal M. Patel, Pouya Samangouei, 2017 .

SSH: Single Stage Headless Face Detector

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

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

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

Task-Aware Compressed Sensing with Generative Adversarial Networks

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

Facial attributes for active authentication on mobile devices

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

Nonnegative Matrix Factorization by optimization on the Stiefel manifold with SVD initialization

Ali Koochakzadeh, Pouya Samangouei, Michael Rotkowitz, 2016, 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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

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

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).