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Translation between Molecules and Natural Language


Apr 26, 2022
Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Heng Ji


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Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data


Nov 20, 2020
Ayse S. Cakmak, Nina Thigpen, Garrett Honke, Erick Perez Alday, Ali Bahrami Rad, Rebecca Adaimi, Chia Jung Chang, Qiao Li, Pramod Gupta, Thomas Neylan, Samuel A. McLean, Gari D. Clifford

* Fixed typo in author affiliations 

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Representation learning for improved interpretability and classification accuracy of clinical factors from EEG


Oct 30, 2020
Garrett Honke, Irina Higgins, Nina Thigpen, Vladimir Miskovic, Katie Link, Pramod Gupta, Julia Klawohn, Greg Hajcak


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Using Deep Networks and Transfer Learning to Address Disinformation


May 24, 2019
Numa Dhamani, Paul Azunre, Jeffrey L. Gleason, Craig Corcoran, Garrett Honke, Steve Kramer, Jonathon Morgan

* AI for Social Good Workshop at the International Conference on Machine Learning, Long Beach, United States (2019) 

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Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks


Jan 24, 2019
Paul Azunre, Craig Corcoran, Numa Dhamani, Jeffrey Gleason, Garrett Honke, David Sullivan, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan


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Abstractive Tabular Dataset Summarization via Knowledge Base Semantic Embeddings


Apr 05, 2018
Paul Azunre, Craig Corcoran, David Sullivan, Garrett Honke, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan


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