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Few Shot Activity Recognition Using Variational Inference


Aug 20, 2021
Neeraj Kumar, Siddhansh Narang

* Accepted in IJCAI 2021 - 3RD INTERNATIONAL WORKSHOP ON DEEP LEARNING FOR HUMAN ACTIVITY RECOGNITION. arXiv admin note: text overlap with arXiv:1611.09630, arXiv:1909.07945 by other authors 

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Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery


Jun 20, 2021
Yulun Wu, Nicholas Choma, Andrew Chen, Mikaela Cashman, Érica T. Prates, Manesh Shah, Verónica G. Melesse Vergara, Austin Clyde, Thomas S. Brettin, Wibe A. de Jong, Neeraj Kumar, Martha S. Head, Rick L. Stevens, Peter Nugent, Daniel A. Jacobson, James B. Brown


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Security in Next Generation Mobile Payment Systems: A Comprehensive Survey


May 25, 2021
Waqas Ahmed, Amir Rasool, Jamel Nebhen, Neeraj Kumar, Faisal Shahzad, Abdul RehmanJaved, Thippa Reddy Gadekallu, Zunera Jalil


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Evening the Score: Targeting SARS-CoV-2 Protease Inhibition in Graph Generative Models for Therapeutic Candidates


May 07, 2021
Jenna Bilbrey, Logan Ward, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman

* Published at ICLR 2021 Workshop on Machine Learning for Preventing and Combating Pandemics 
* arXiv admin note: substantial text overlap with arXiv:2102.04977 

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FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia


Apr 26, 2021
Longling Zhang, Bochen Shen, Ahmed Barnawi, Shan Xi, Neeraj Kumar, Yi Wu


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One Shot Audio to Animated Video Generation


Feb 19, 2021
Neeraj Kumar, Srishti Goel, Ankur Narang, Brejesh Lall, Mujtaba Hasan, Pranshu Agarwal, Dipankar Sarkar

* arXiv admin note: substantial text overlap with arXiv:2012.07842, arXiv:2012.07304 

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Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective


Feb 10, 2021
Rajendra P. Joshi, Neeraj Kumar


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Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19


Feb 09, 2021
Logan Ward, Jenna A. Bilbrey, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman


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Robust One Shot Audio to Video Generation


Dec 14, 2020
Neeraj Kumar, Srishti Goel, Ankur Narang, Mujtaba Hasan

* Accepted in CVPR Deep Vision 2020. arXiv admin note: text overlap with arXiv:2012.07304 

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Multi Modal Adaptive Normalization for Audio to Video Generation


Dec 14, 2020
Neeraj Kumar, Srishti Goel, Ankur Narang, Brejesh Lall


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Few Shot Adaptive Normalization Driven Multi-Speaker Speech Synthesis


Dec 14, 2020
Neeraj Kumar, Srishti Goel, Ankur Narang, Brejesh Lall

* Submitted to AAAI 2020 

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Mitigating the Impact of Adversarial Attacks in Very Deep Networks


Dec 08, 2020
Mohammed Hassanin, Ibrahim Radwan, Nour Moustafa, Murat Tahtali, Neeraj Kumar


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Blockchain based Attack Detection on Machine Learning Algorithms for IoT based E-Health Applications


Nov 03, 2020
Thippa Reddy Gadekallu, Manoj M K, Sivarama Krishnan S, Neeraj Kumar, Saqib Hakak, Sweta Bhattacharya

* Accepted in IEEE IoT Magazine 

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Exploring Cell counting with Neural Arithmetic Logic Units


Apr 14, 2020
Ashish Rana, Taranveer Singh, Harpreet Singh, Neeraj Kumar, Prashant Singh Rana

* Referenced code repository gets an update upon paper acceptance 

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Uncertainty Estimation in Cancer Survival Prediction


Mar 25, 2020
Hrushikesh Loya, Pranav Poduval, Deepak Anand, Neeraj Kumar, Amit Sethi

* 5 pages, Accepted at AI4AH Workshop at ICLR 2020 

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FeatureAnalytics: An approach to derive relevant attributes for analyzing Android Malware


Sep 17, 2018
Deepa K, Radhamani G, Vinod P, Mohammad Shojafar, Neeraj Kumar, Mauro Conti

* 26 pages, 6 figures, 9 tables, Journal Submission 

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Deep Learning-Based Image Kernel for Inductive Transfer


Feb 16, 2016
Neeraj Kumar, Animesh Karmakar, Ranti Dev Sharma, Abhinav Mittal, Amit Sethi


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