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Numerical Evaluation of a muon tomography system for imaging defects in concrete structures


Feb 17, 2021
Sridhar Tripathy, Jaydeep Datta, Nayana Majumdar, Supratik Mukhopadhyay

* First Version 

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A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium


Jan 30, 2020
Qun Liu, Supratik Mukhopadhyay, Maria Ximena Bastidas Rodriguez, Xing Fu, Sushant Sahu, David Burk, Manas Gartia

* Paper was accepted at the IEEE International Symposium on Biomedical Imaging (ISBI 2020) 

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Context-Aware Design of Cyber-Physical Human Systems (CPHS)


Jan 07, 2020
Supratik Mukhopadhyay, Qun Liu, Edward Collier, Yimin Zhu, Ravindra Gudishala, Chanachok Chokwitthaya, Robert DiBiano, Alimire Nabijiang, Sanaz Saeidi, Subhajit Sidhanta, Arnab Ganguly

* Paper was accepted at the 12th International Conference on Communication Systems and Networks (COMSNETS 2020) 

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DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification


Nov 15, 2019
Qun Liu, Saikat Basu, Sangram Ganguly, Supratik Mukhopadhyay, Robert DiBiano, Manohar Karki, Ramakrishna Nemani

* This is an Accepted Manuscript of an article published by Taylor & Francis Group in Remote Sensing Letters. arXiv admin note: text overlap with arXiv:1509.03602 

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PCGAN-CHAR: Progressively Trained Classifier Generative Adversarial Networks for Classification of Noisy Handwritten Bangla Characters


Aug 11, 2019
Qun Liu, Edward Collier, Supratik Mukhopadhyay

* Paper was accepted at the 21st International Conference on Asia-Pacific Digital Libraries (ICADL 2019) 

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Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs)


Jun 14, 2019
Chanachok Chokwitthaya, Edward Collier, Yimin Zhu, Supratik Mukhopadhyay

* 9 pages, 4 figures, The 2019 International Joint Conference on Neural Networks (IJCNN) 

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Improving Route Choice Models by Incorporating Contextual Factors via Knowledge Distillation


Mar 27, 2019
Qun Liu, Supratik Mukhopadhyay, Yimin Zhu, Ravindra Gudishala, Sanaz Saeidi, Alimire Nabijiang

* Paper was accepted at the 2019 International Joint Conference on Neural Networks (IJCNN 2019) 

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Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images


Feb 12, 2019
Edward Collier, Kate Duffy, Sangram Ganguly, Geri Madanguit, Subodh Kalia, Gayaka Shreekant, Ramakrishna Nemani, Andrew Michaelis, Shuang Li, Auroop Ganguly, Supratik Mukhopadhyay

* Accepted too and presented at DMESS 2018 as part of IEEE ICDM 2018 

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Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters


Jun 21, 2018
Manohar Karki, Qun Liu, Robert DiBiano, Saikat Basu, Supratik Mukhopadhyay

* Paper was accepted at the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) 

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Unsupervised Learning using Pretrained CNN and Associative Memory Bank


May 02, 2018
Qun Liu, Supratik Mukhopadhyay

* Paper was accepted at the 2018 International Joint Conference on Neural Networks (IJCNN 2018) 

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CactusNets: Layer Applicability as a Metric for Transfer Learning


Apr 20, 2018
Edward Collier, Robert DiBiano, Supratik Mukhopadhyay


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Core Sampling Framework for Pixel Classification


Dec 06, 2016
Manohar Karki, Robert DiBiano, Saikat Basu, Supratik Mukhopadhyay


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A Theoretical Analysis of Deep Neural Networks for Texture Classification


Jun 21, 2016
Saikat Basu, Manohar Karki, Robert DiBiano, Supratik Mukhopadhyay, Sangram Ganguly, Ramakrishna Nemani, Shreekant Gayaka

* Accepted in International Joint Conference on Neural Networks, IJCNN 2016 

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Automatic Synthesis of Geometry Problems for an Intelligent Tutoring System


Oct 29, 2015
Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay

* A formal version of the accepted AAAI '14 paper 

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DeepSat - A Learning framework for Satellite Imagery


Sep 11, 2015
Saikat Basu, Sangram Ganguly, Supratik Mukhopadhyay, Robert DiBiano, Manohar Karki, Ramakrishna Nemani

* Paper was accepted at ACM SIGSPATIAL 2015 

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Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets


Sep 11, 2015
Saikat Basu, Manohar Karki, Sangram Ganguly, Robert DiBiano, Supratik Mukhopadhyay, Ramakrishna Nemani

* Published in the European Symposium on Artificial Neural Networks, ESANN 2015 

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