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Vipin Kumar

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CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels

Jul 26, 2021
Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia, Ankush Khandelwal, David Mulla, Vipin Kumar

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Phase Retrieval using Single-Instance Deep Generative Prior

Jun 22, 2021
Kshitij Tayal, Raunak Manekar, Zhong Zhuang, David Yang, Vipin Kumar, Felix Hofmann, Ju Sun

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Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping

May 02, 2021
Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar

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Land Cover Mapping in Limited Labels Scenario: A Survey

Mar 03, 2021
Rahul Ghosh, Xiaowei Jia, Vipin Kumar

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Physics Guided Machine Learning Methods for Hydrology

Dec 02, 2020
Ankush Khandelwal, Shaoming Xu, Xiang Li, Xiaowei Jia, Michael Stienbach, Christopher Duffy, John Nieber, Vipin Kumar

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Teaching deep learning causal effects improves predictive performance

Nov 11, 2020
Jia Li, Xiaowei Jia, Haoyu Yang, Vipin Kumar, Michael Steinbach, Gyorgy Simon

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Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning

Nov 10, 2020
Jared D. Willard, Jordan S. Read, Alison P. Appling, Samantha K. Oliver, Xiaowei Jia, Vipin Kumar

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Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks

Sep 26, 2020
Xiaowei Jia, Jacob Zwart, Jeffery Sadler, Alison Appling, Samantha Oliver, Steven Markstrom, Jared Willard, Shaoming Xu, Michael Steinbach, Jordan Read, Vipin Kumar

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Integrating Physics-Based Modeling with Machine Learning: A Survey

Apr 01, 2020
Jared Willard, Xiaowei Jia, Shaoming Xu, Michael Steinbach, Vipin Kumar

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