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Lina Karam

Defending against Adversarial Attacks through Resilient Feature Regeneration

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Jun 08, 2019
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Synthesized Texture Quality Assessment via Multi-scale Spatial and Statistical Texture Attributes of Image and Gradient Magnitude Coefficients

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Apr 26, 2018
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Full Reference Objective Quality Assessment for Reconstructed Background Images

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Apr 11, 2018
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DeepCorrect: Correcting DNN models against Image Distortions

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Jan 09, 2018
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Generative Sensing: Transforming Unreliable Sensor Data for Reliable Recognition

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Jan 08, 2018
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Can the early human visual system compete with Deep Neural Networks?

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Oct 12, 2017
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A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions

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May 06, 2017
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Quality Resilient Deep Neural Networks

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Mar 23, 2017
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Visual Saliency Prediction Using a Mixture of Deep Neural Networks

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Feb 01, 2017
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Understanding How Image Quality Affects Deep Neural Networks

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Apr 21, 2016
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