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Jennifer G. Dy

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Explainable deep learning for insights in El Nino and river flows

Jan 12, 2022
Yumin Liu, Kate Duffy, Jennifer G. Dy, Auroop R. Ganguly

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Evaluating Combinatorial Generalization in Variational Autoencoders

Nov 11, 2019
Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

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Iterative Spectral Method for Alternative Clustering

Sep 08, 2019
Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David Kaeli, Jennifer G. Dy

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Adaptive Nonparametric Variational Autoencoder

Jun 07, 2019
Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy

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Can VAEs Generate Novel Examples?

Dec 22, 2018
Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

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A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin

Aug 23, 2018
Alican Bozkurt, Kivanc Kose, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha

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Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention

Dec 01, 2017
Alican Bozkurt, Kivanc Kose, Jaume Coll-Font, Christi Alessi-Fox, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha

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Asymptotic Analysis of Objectives based on Fisher Information in Active Learning

Oct 14, 2016
Jamshid Sourati, Murat Akcakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy

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Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy

Jul 30, 2016
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Jennifer G. Dy, Carla E. Brodley

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