Performance analysis and optimization for scalable deployment of deep learning models for country‐scale settlement mapping on Titan supercomputer von Kurte, Kuldeep, Sanyal, Jibonananda, Berres, Anne, Lunga, Dalton, Coletti, Mark, Yang, Hsiuhan Lexie, Graves, Daniel, Liebersohn, Benjamin, Rose, Amy

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Active Learning: Any Value for Classification of Remotely Sensed Data? von Crawford, Melba M., Tuia, Devis, Yang, Hsiuhan Lexie

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Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction von Yang, Hsiuhan Lexie, Makkar, Nikhil, Laverdiere, Melanie, Rose, Amy

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Multimetric Active Learning for Classification of Remote Sensing Data von Zhou Zhang, Pasolli, Edoardo, Hsiuhan Lexie Yang, Crawford, Melba M.

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A baseline structure inventory with critical attribution for the US and its territories von Yang, Hsiuhan Lexie, Laverdiere, Melanie, Hauser, Taylor, Swan, Benjamin, Schmidt, Erik, Moehl, Jessica, Reith, Andrew, Adams, Daniel, Morris, Bennett, McKee, Jacob, Whitehead, Matthew, Tuttle, Mark

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Exploiting deep learning and volunteered geographic information for mapping buildings in Kano, Nigeria von Yuan, Jiangye, Roy Chowdhury, Pranab K., McKee, Jacob, Yang, Hsiuhan Lexie, Weaver, Jeanette, Bhaduri, Budhendra

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An adaptive adversarial domain adaptation approach for corn yield prediction von Ma, Yuchi, Zhang, Zhou, Yang, Hsiuhan Lexie, Yang, Zhengwei

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Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification von Yang, Hsiuhan Lexie, Crawford, Melba M.

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Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images von Pasolli, Edoardo, Yang, Hsiuhan Lexie, Crawford, Melba M.

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Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer von Kurte, Kuldeep, Sanyal, Jibonananda, Berres, Anne, Lunga, Dalton, Coletti, Mark, Yang, Hsiuhan Lexie, Graves, Daniel, Liebersohn, Benjamin, Rose, Amy

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Active Learning: Any Value for Classification of Remotely Sensed Data? : ADVANCES IN VERY-HIGH-RESOLUTION REMOTE SENSING von CRAWFORD, Melba M, TUIA, Devis, LEXIE YANG, Hsiuhan

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Manifold alignment for classification of multitemporal hyperspectral data von Hsiuhan Lexie Yang, Crawford, M. M.

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Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics von Lunga, Dalton, Gerrand, Jonathan, Yang, Hsiuhan Lexie, Layton, Christopher, Stewart, Robert

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Manifold alignment for multitemporal hyperspectral image classification von Yang, Hsiuhan Lexie, Crawford, Melba M.

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Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States von Yang, Hsiuhan Lexie, Yuan, Jiangye, Lunga, Dalton, Laverdiere, Melanie, Rose, Amy, Bhaduri, Budhendra

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Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds von Yang, Hsiuhan Lexie, Crawford, M. M.

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Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics von Dalton Lunga, Gerrand, Jonathan, Yang, Hsiuhan Lexie, Layton, Christopher, Stewart, Robert

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Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States von Yang, Hsiuhan Lexie, Yuan, Jiangye, Dalton Lunga, Laverdiere, Melanie, Rose, Amy, Bhaduri, Budhendra

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Kano, Nigeria Building Detection von Jiangye Yuan, Pranab K. Roy Chowdhury, McKee, Jacob J, Hsiuhan Lexie Yang, Weaver, Jeanette, Budhendra L. Bhaduri

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Active Learning: Any Value for Classification of Remotely Sensed Data? von Crawford, Melba M, Tuia, Devis, Yang, Hsiuhan Lexie

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