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10/15/2021
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
Deep Generative Networks (DGNs) are extensively employed in Generative A...
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10/27/2020
Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels
High dimensionality poses many challenges to the use of data, from visua...
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10/01/2020
Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge
Latin has historically led the state-of-the-art in handwritten optical c...
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04/28/2019
X-Ray Image Compression Using Convolutional Recurrent Neural Networks
In the advent of a digital health revolution, vast amounts of clinical d...
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04/23/2019
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets
Humans approximately spend a third of their life sleeping, which makes m...
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10/10/2018
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018
Solving problems with Artificial intelligence in a competitive manner ha...
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06/18/2018
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
In this work, we propose an ensemble of classifiers to distinguish betwe...
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06/15/2018
Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection
Automatic heart sound abnormality detection can play a vital role in the...
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06/06/2018