Concepedia

Maya Kabkab

MK

Statistics

Publications

5

Citations

967

H-Index

5

Active since

2016

Affiliations

University of Maryland, College Park(Current)

Maya Kabkab is an author at University of Maryland, College Park specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionComputer VisionGenerative ModelsSynthetic Image GenerationImage Analysis

Publications per year

2016–2018

5

Publications

5

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

Pouya Samangouei, Maya Kabkab, Rama Chellappa · arXiv (Cornell University) · 2018 · 593 citations · Full text

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

Pouya Samangouei, Maya Kabkab, Rama Chellappa · arXiv (Cornell University) · 2018 · 284 citations · Full text

Deep Neural Networks, Computer Vision, Machine Learning +15

Task-Aware Compressed Sensing With Generative Adversarial Networks

Maya Kabkab, Pouya Samangouei, Rama Chellappa · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 54 citations · Full text

Generative System, Machine Vision, Machine Learning +15

Task-Aware Compressed Sensing with Generative Adversarial Networks

Maya Kabkab, Pouya Samangouei, Rama Chellappa · arXiv (Cornell University) · 2018 · 24 citations · Full text

Generative System, Machine Vision, Machine Learning +15

DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size

Maya Kabkab, Azadeh Alavi, Rama Chellappa · arXiv (Cornell University) · 2016 · 12 citations · Full text

Nutrition, Engineering, Machine Learning +19

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