Shervin Minaee

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Sharif Accelerator ∙ NYU college ∙ Expedia

Machine Learning Researcher at Snap Inc (Previously at Expedia, Samsung, AT&T, NYU).

Received my PhD in ECE and CS from New York University, with a focus on Deep Learning applications in computer vision and NLP.

Featured Co-authors

Jianfeng Gao
147 publications
Yao Wang
54 publications
Fatih Porikli
53 publications
Amin Karbasi
48 publications
Hang Su
46 publications
Erik Cambria
46 publications
Mohammed Bennamoun
45 publications
David Zhang
34 publications
Anna Choromanska
23 publications
Demetri Terzopoulos
21 publications
Yuri Boykov
18 publications

Age and Gender Prediction From Face Images Using Attentional Convolutional Network

Automatic prediction of age and gender from face images has drawn a lot ...
10/08/2020 ∙ by Amirali Abdolrashidi, et al. ∙ 0 ∙ share

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COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network

The novel corona-virus disease (COVID-19) pandemic has caused a major ou...
09/10/2020 ∙ by Shakib Yazdani, et al. ∙ 70 ∙ share

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Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder

The novel corona-virus disease (also known as COVID-19) has led to a pan...
09/08/2020 ∙ by Meysam Asgari-Chenaghlu, et al. ∙ 1 ∙ share

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COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net

The novel corona-virus disease (COVID-19) pandemic has caused a major ou...
07/24/2020 ∙ by Narges Saeedizadeh, et al. ∙ 0 ∙ share

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

The COVID-19 pandemic is causing a major outbreak in more than 150 count...
04/20/2020 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Deep Learning Based Text Classification: A Comprehensive Review

Deep learning based models have surpassed classical machine learning bas...
04/06/2020 ∙ by Shervin Minaee, et al. ∙ 42 ∙ share

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

Generating realistic palmprint (more generally biometric) images has alw...
03/21/2020 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Regularized Submodular Maximization at Scale

In this paper, we propose scalable methods for maximizing a regularized ...
02/10/2020 ∙ by Ehsan Kazemi, et al. ∙ 11 ∙ share

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Image Segmentation Using Deep Learning: A Survey

Image segmentation is a key topic in image processing and computer visio...
01/15/2020 ∙ by Shervin Minaee, et al. ∙ 163 ∙ share

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Biometric Recognition Using Deep Learning: A Survey

Deep learning-based models have been very successful in achieving state-...
11/30/2019 ∙ by Shervin Minaee, et al. ∙ 28 ∙ share

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

We propose a neural network architecture for learning vector representat...
09/30/2019 ∙ by Ali Sadeghian, et al. ∙ 0 ∙ share

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

Foreground detection in a given video sequence is a pivotal step in many...
09/17/2019 ∙ by Amirhossein Khalilian-Gourtani, et al. ∙ 0 ∙ share

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

Fingerprint recognition has been utilized for cellphone authentication, ...
07/28/2019 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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DeepIris: Iris Recognition Using A Deep Learning Approach

Iris recognition has been an active research area during last few decade...
07/22/2019 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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

With the popularity of social networks, and e-commerce websites, sentime...
04/08/2019 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network

Facial expression recognition has been an active research area over the ...
02/04/2019 ∙ by Shervin Minaee, et al. ∙ 20 ∙ share

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

Generating realistic biometric images has been an interesting and, at th...
12/25/2018 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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

Generating iris images which look realistic is both an interesting and c...
12/12/2018 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Efficient Super Resolution For Large-Scale Image Using Attentional GAN

Single Image Super Resolution (SISR) is a well-researched problem with b...
12/12/2018 ∙ by Harsh Nilesh Pathak, et al. ∙ 10 ∙ share

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Efficient Super Resolution For Large-Scale Images Using Attentional GAN

Single Image Super Resolution (SISR) is a well-researched problem with b...
12/12/2018 ∙ by Harsh Nilesh Pathak, et al. ∙ 0 ∙ share

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

In this work, we propose bag of adversarial features (BAF) for identifyi...
06/27/2018 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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

Personalized advertisement is a crucial task for many of the online busi...
06/22/2018 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Image Segmentation Using Subspace Representation and Sparse Decomposition

Image foreground extraction is a classical problem in image processing a...
04/06/2018 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI

Mild traumatic brain injury (mTBI) is a growing public health problem wi...
02/08/2018 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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

Mild traumatic brain injury (mTBI) is a growing public health problem wi...
10/18/2017 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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

While diffusion MRI has been extremely promising in the study of MTBI, i...
08/27/2017 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Automatic Question-Answering Using A Deep Similarity Neural Network

Automatic question-answering is a classical problem in natural language ...
08/05/2017 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Text Extraction From Texture Images Using Masked Signal Decomposition

Text extraction is an important problem in image processing with applica...
06/11/2017 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Subspace Learning in The Presence of Sparse Structured Outliers and Noise

Subspace learning is an important problem, which has many applications i...
03/14/2017 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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An Experimental Study of Deep Convolutional Features For Iris Recognition

Iris is one of the popular biometrics that is widely used for identity a...
02/04/2017 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Image Segmentation Using Overlapping Group Sparsity

Sparse decomposition has been widely used for different applications, su...
11/23/2016 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Image Decomposition Using a Robust Regression Approach

This paper considers how to separate text and/or graphics from smooth ba...
09/13/2016 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Face Recognition Using Scattering Convolutional Network

Face recognition has been an active research area in the past few decade...
07/30/2016 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition

This paper considers how to separate text and/or graphics from smooth ba...
07/08/2016 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Palmprint Recognition Using Deep Scattering Convolutional Network

Palmprint recognition has drawn a lot of attention during the recent yea...
03/30/2016 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization

Sparse decomposition has been widely used for different applications, su...
02/07/2016 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Fingerprint Recognition Using Translation Invariant Scattering Network

Fingerprint recognition has drawn a lot of attention during last decades...
09/11/2015 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Iris Recognition Using Scattering Transform and Textural Features

Iris recognition has drawn a lot of attention since the mid-twentieth ce...
07/08/2015 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Screen Content Image Segmentation Using Least Absolute Deviation Fitting

We propose an algorithm for separating the foreground (mainly text and l...
01/15/2015 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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A Robust Regression Approach for Background/Foreground Segmentation

Background/foreground segmentation has a lot of applications in image an...
12/16/2014 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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On The Power of Joint Wavelet-DCT Features for Multispectral Palmprint Recognition

Biometric-based identification has drawn a lot of attention in the recen...
09/27/2014 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Multispectral Palmprint Recognition Using Textural Features

In order to utilize identification to the best extent, we need robust an...
08/28/2014 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Highly Accurate Multispectral Palmprint Recognition Using Statistical and Wavelet Features

Palmprint is one of the most useful physiological biometrics that can be...
08/16/2014 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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Multispectral Palmprint Recognition Using a Hybrid Feature

Personal identification problem has been a major field of research in re...
12/27/2011 ∙ by Sina Akbari Mistani, et al. ∙ 0 ∙ share

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A Geometric Approach For Fully Automatic Chromosome Segmentation

A fundamental task in human chromosome analysis is chromosome segmentati...
12/18/2011 ∙ by Shervin Minaee, et al. ∙ 0 ∙ share

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