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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 ...
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10/21/2020
Transferable Graph Optimizers for ML Compilers
Most compilers for machine learning (ML) frameworks need to solve many c...
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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 ...
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03/21/2020
Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN
Generating realistic palmprint (more generally biometric) images has alw...
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11/30/2019
Biometric Recognition Using Deep Learning: A Survey
Deep learning-based models have been very successful in achieving state-...
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09/28/2019
GDP: Generalized Device Placement for Dataflow Graphs
Runtime and scalability of large neural networks can be significantly af...
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07/28/2019
FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network
Fingerprint recognition has been utilized for cellphone authentication, ...
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07/22/2019
DeepIris: Iris Recognition Using A Deep Learning Approach
Iris recognition has been an active research area during last few decade...
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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...
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02/04/2019
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network
Facial expression recognition has been an active research area over the ...
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12/25/2018
Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN
Generating realistic biometric images has been an interesting and, at th...
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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...
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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...
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07/30/2016
Face Recognition Using Scattering Convolutional Network
Face recognition has been an active research area in the past few decade...
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07/08/2015
Iris Recognition Using Scattering Transform and Textural Features
Iris recognition has drawn a lot of attention since the mid-twentieth ce...
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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...
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08/28/2014
Multispectral Palmprint Recognition Using Textural Features
In order to utilize identification to the best extent, we need robust an...
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08/16/2014
