Pouya Samangouei

According to our database, Pouya Samangouei authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Xingxing Zuo, Pouya Samangouei, Yunwen Zhou, Yan Di, Mingyang Li

CoRR, 2024

2020

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

Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

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

Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa

CoRR, 2019

2018

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

Pouya Samangouei

PhD thesis, 2018

Face-MagNet: Magnifying Feature Maps to Detect Small Faces.

Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

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

Pouya Samangouei, Maya Kabkab, Rama Chellappa

Proceedings of the 6th International Conference on Learning Representations, 2018

ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations.

Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman

Proceedings of the Computer Vision - ECCV 2018, 2018

Task-Aware Compressed Sensing With Generative Adversarial Networks.

Maya Kabkab, Pouya Samangouei, Rama Chellappa

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Facial attributes for active authentication on mobile devices.

Pouya Samangouei, Vishal M. Patel, Rama Chellappa

Image Vis. Comput., 2017

SSH: Single Stage Headless Face Detector.

Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

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

Pouya Samangouei, Rama Chellappa

Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

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

Ali Koochakzadeh, Sina Miran, Pouya Samangouei, Michael C. Rotkowitz

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Attribute-based continuous user authentication on mobile devices.

Pouya Samangouei, Vishal M. Patel, Rama Chellappa

Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015