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Anomaly Detection and Sampling Cost Control via Hierarchical GANs

Sep 28, 2020
Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

* 6 pages, 7 figures, has been accepted by Globecom 2020 

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Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning

Jul 12, 2020
Feng Wang, Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

* 13 pages, 24 figures 

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Weighted Average Precision: Adversarial Example Detection in the Visual Perception of Autonomous Vehicles

Jan 25, 2020
Yilan Li, Senem Velipasalar


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Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion Reduction

Nov 22, 2019
Yantao Lu, Yunhan Jia, Jianyu Wang, Bai Li, Weiheng Chai, Lawrence Carin, Senem Velipasalar

* arXiv admin note: substantial text overlap with arXiv:1905.03333 

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Deep Actor-Critic Reinforcement Learning for Anomaly Detection

Aug 28, 2019
Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

* 5 figures 

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A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Aug 20, 2019
Chen Zhong, Ziyang Lu, M. Cenk Gursoy, Senem Velipasalar

* 14 figures. arXiv admin note: text overlap with arXiv:1810.03695 

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Autonomous Human Activity Classification from Ego-vision Camera and Accelerometer Data

May 28, 2019
Yantao Lu, Senem Velipasalar

* Accepted for presentation at EPIC@CVPR2019 workshop 

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Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

May 13, 2019
Chen Zhong, M. Cenk Gursoy, Senem Velipasalar


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Enhancing Cross-task Transferability of Adversarial Examples with Dispersion Reduction

May 08, 2019
Yunhan Jia, Yantao Lu, Senem Velipasalar, Zhenyu Zhong, Tao Wei


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Power Control for Wireless VBR Video Streaming: From Optimization to Reinforcement Learning

Mar 31, 2019
Chuang Ye, M. Cenk Gursoy, Senem Velipasalar


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Deep Learning Based Power Control for Quality-Driven Wireless Video Transmissions

Oct 16, 2018
Chuang Ye, M. Cenk Gursoy, Senem Velipasalar

* arXiv admin note: text overlap with arXiv:1707.08232 

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Actor-Critic Deep Reinforcement Learning for Dynamic Multichannel Access

Oct 08, 2018
Chen Zhong, Ziyang Lu, M. Cenk Gursoy, Senem Velipasalar


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Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm

Sep 24, 2018
Yantao Lu, Burak Kakillioglu, Senem Velipasalar

* arXiv admin note: substantial text overlap with arXiv:1805.09712 

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Autonomously and Simultaneously Refining Deep Neural Network Parameters by Generative Adversarial Networks

May 24, 2018
Burak Kakillioglu, Yantao Lu, Senem Velipasalar


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Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS

Oct 19, 2015
Mehmet Emin Basbug, Koray Ozcan, Senem Velipasalar


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