Amirali Abdolrashidi | DeepAI

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Hang Su
109 publications
Yao Wang
89 publications
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David Zhang
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Shervin Minaee
48 publications
Ming Zhong
34 publications
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Hanxiao Liu
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Anna Goldie
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∙ 05/07/2021

Pareto-Optimal Quantized ResNet Is Mostly 4-bit

Quantization has become a popular technique to compress neural networks ...

0 Amirali Abdolrashidi, et al. ∙

∙ 10/21/2020

Transferable Graph Optimizers for ML Compilers

Most compilers for machine learning (ML) frameworks need to solve many c...

0 Yanqi Zhou, et al. ∙

∙ 10/08/2020

Age and Gender Prediction From Face Images Using Attentional Convolutional Network

Automatic prediction of age and gender from face images has drawn a lot ...

0 Amirali Abdolrashidi, et al. ∙

∙ 03/21/2020

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

Generating realistic palmprint (more generally biometric) images has alw...

0 Shervin Minaee, et al. ∙

∙ 11/30/2019

Biometric Recognition Using Deep Learning: A Survey

Deep learning-based models have been very successful in achieving state-...

28 Shervin Minaee, et al. ∙

∙ 09/28/2019

GDP: Generalized Device Placement for Dataflow Graphs

Runtime and scalability of large neural networks can be significantly af...

0 Yanqi Zhou, et al. ∙

∙ 07/28/2019

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

Fingerprint recognition has been utilized for cellphone authentication, ...

0 Shervin Minaee, et al. ∙

∙ 07/22/2019

DeepIris: Iris Recognition Using A Deep Learning Approach

Iris recognition has been an active research area during last few decade...

0 Shervin Minaee, et al. ∙

∙ 04/08/2019

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

With the popularity of social networks, and e-commerce websites, sentime...

0 Shervin Minaee, et al. ∙

∙ 02/04/2019

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network

Facial expression recognition has been an active research area over the ...

20 Shervin Minaee, et al. ∙

∙ 12/25/2018

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

Generating realistic biometric images has been an interesting and, at th...

0 Shervin Minaee, et al. ∙

∙ 12/12/2018

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

Generating iris images which look realistic is both an interesting and c...

0 Shervin Minaee, et al. ∙

∙ 02/04/2017

An Experimental Study of Deep Convolutional Features For Iris Recognition

Iris is one of the popular biometrics that is widely used for identity a...

0 Shervin Minaee, et al. ∙

∙ 07/30/2016

Face Recognition Using Scattering Convolutional Network

Face recognition has been an active research area in the past few decade...

0 Shervin Minaee, et al. ∙

∙ 07/08/2015

Iris Recognition Using Scattering Transform and Textural Features

Iris recognition has drawn a lot of attention since the mid-twentieth ce...

0 Shervin Minaee, et al. ∙

∙ 09/27/2014

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

Biometric-based identification has drawn a lot of attention in the recen...

0 Shervin Minaee, et al. ∙

∙ 08/28/2014

Multispectral Palmprint Recognition Using Textural Features

In order to utilize identification to the best extent, we need robust an...

0 Shervin Minaee, et al. ∙

∙ 08/16/2014

Highly Accurate Multispectral Palmprint Recognition Using Statistical and Wavelet Features

Palmprint is one of the most useful physiological biometrics that can be...

0 Shervin Minaee, et al. ∙

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