Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning

Apr 20, 2020
Shervin Minaee, Rahele Kafieh, Milan Sonka, Shakib Yazdani, Ghazaleh Jamalipour Soufi


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Deep Learning Based Text Classification: A Comprehensive Review

Apr 06, 2020
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, Jianfeng Gao


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Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN

Mar 21, 2020
Shervin Minaee, Mehdi Minaei, Amirali Abdolrashidi

* arXiv admin note: substantial text overlap with arXiv:1812.10482, arXiv:1812.04822 

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Regularized Submodular Maximization at Scale

Feb 10, 2020
Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi


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Image Segmentation Using Deep Learning: A Survey

Jan 18, 2020
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos


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Biometric Recognition Using Deep Learning: A Survey

Nov 30, 2019
Shervin Minaee, Amirali Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang

* Under Review 

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Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision

Sep 30, 2019
Ali Sadeghian, Shervin Minaee, Ioannis Partalas, Xinxin Li, Daisy Zhe Wang, Brooke Cowan


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Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection

Sep 17, 2019
Amirhossein Khalilian-Gourtani, Shervin Minaee, Yao Wang


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FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network

Jul 28, 2019
Shervin Minaee, Elham Azimi, Amirali Abdolrashidi

* arXiv admin note: substantial text overlap with arXiv:1907.09380 

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DeepIris: Iris Recognition Using A Deep Learning Approach

Jul 22, 2019
Shervin Minaee, Amirali Abdolrashidi


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Deep-Sentiment: Sentiment Analysis Using Ensemble of CNN and Bi-LSTM Models

Apr 08, 2019
Shervin Minaee, Elham Azimi, AmirAli Abdolrashidi


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Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network

Feb 04, 2019
Shervin Minaee, Amirali Abdolrashidi


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Efficient Super Resolution For Large-Scale Images Using Attentional GAN

Jan 13, 2019
Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan

* Accepted by IEEE International Conference on Big Data, 2018 

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Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN

Dec 25, 2018
Shervin Minaee, Amirali Abdolrashidi


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Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN

Dec 25, 2018
Shervin Minaee, Amirali Abdolrashidi

* arXiv admin note: substantial text overlap with arXiv:1812.04822 

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Efficient Super Resolution For Large-Scale Image Using Attentional GAN

Dec 12, 2018
Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan

* Accepted by IEEE International Conference on Big Data, 2018 

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MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features

Jun 27, 2018
Shervin Minaee, Yao Wang, Alp Aygar, Sohae Chung, Xiuyuan Wang, Yvonne W. Lui, Els Fieremans, Steven Flanagan, Joseph Rath

* IEEE Transactions on Medical Imaging 

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Ad-Net: Audio-Visual Convolutional Neural Network for Advertisement Detection In Videos

Jun 22, 2018
Shervin Minaee, Imed Bouazizi, Prakash Kolan, Hossein Najafzadeh


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A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI

Apr 11, 2018
Shervin Minaee, Yao Wang, Anna Choromanska, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W Lui

* arXiv admin note: text overlap with arXiv:1710.06824 

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Image Segmentation Using Subspace Representation and Sparse Decomposition

Apr 06, 2018
Shervin Minaee

* PhD Dissertation, NYU, 2018 

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Identifying Mild Traumatic Brain Injury Patients From MR Images Using Bag of Visual Words

Feb 14, 2018
Shervin Minaee, Siyun Wang, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui


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Image Decomposition Using a Robust Regression Approach

Dec 04, 2017
Shervin Minaee, Yao Wang

* arXiv admin note: substantial text overlap with arXiv:1607.02547 

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Face Recognition Using Scattering Convolutional Network

Nov 30, 2017
Shervin Minaee, Amirali Abdolrashidi, Yao Wang


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A Machine Learning Approach For Identifying Patients with Mild Traumatic Brain Injury Using Diffusion MRI Modeling

Aug 27, 2017
Shervin Minaee, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui


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Automatic Question-Answering Using A Deep Similarity Neural Network

Aug 05, 2017
Shervin Minaee, Zhu Liu


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Subspace Learning in The Presence of Sparse Structured Outliers and Noise

Jul 12, 2017
Shervin Minaee, Yao Wang

* IEEE International Symposium on Circuits and Systems, 2017 

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Text Extraction From Texture Images Using Masked Signal Decomposition

Jul 11, 2017
Shervin Minaee, Yao Wang

* arXiv admin note: text overlap with arXiv:1704.07711 

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Masked Signal Decomposition Using Subspace Representation and Its Applications

Apr 25, 2017
Shervin Minaee, Yao Wang


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