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Nikhil Mehta

Tesla STEM High School

A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology


Sep 19, 2021
Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae

* 13 pages, 5 figures Preprint of an article submitted for consideration in the International Journal on Artificial Intelligence Tools, 2021, World Scientific Publishing Company, https://www.worldscientific.com/worldscinet/ijait 

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Efficient Feature Transformations for Discriminative and Generative Continual Learning


Mar 25, 2021
Vinay Kumar Verma, Kevin J Liang, Nikhil Mehta, Piyush Rai, Lawrence Carin

* Accepted in CVPR 2021 

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Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning


Feb 23, 2021
Vinay Kumar Verma, Kevin Liang, Nikhil Mehta, Lawrence Carin

* Under Review 

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Counterfactual Representation Learning with Balancing Weights


Oct 23, 2020
Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin


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WAFFLe: Weight Anonymized Factorization for Federated Learning


Aug 13, 2020
Weituo Hao, Nikhil Mehta, Kevin J Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin


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Bayesian Nonparametric Weight Factorization for Continual Learning


Apr 21, 2020
Nikhil Mehta, Kevin J Liang, Lawrence Carin


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Survival Cluster Analysis


Feb 29, 2020
Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao

* Accepted at ACM CHIL 2020. Code: this https URL, https://github.com/paidamoyo/survival_cluster_analysis 

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Stochastic Blockmodels meet Graph Neural Networks


May 14, 2019
Nikhil Mehta, Lawrence Carin, Piyush Rai


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Improving Natural Language Interaction with Robots Using Advice


May 12, 2019
Nikhil Mehta, Dan Goldwasser

* Accepted as a short paper at NAACL 2019 (8 pages) 

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Robust and Fast 3D Scan Alignment using Mutual Information


Sep 20, 2017
Nikhil Mehta, James R. McBride, Gaurav Pandey


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