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Jigar Doshi

Impact of data-splits on generalization: Identifying COVID-19 from cough and context

Jun 05, 2021
Makkunda Sharma, Nikhil Shenoy, Jigar Doshi, Piyush Bagad, Aman Dalmia, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agrawal, Rahul Panicker

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* Published as a workshop paper at ICLR 2021 AI for Public Health Workshop and ICLR 20201 Machine Learning for Preventing and Combating Pandemics Workshop

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Multi-class segmentation under severe class imbalance: A case study in roof damage assessment

Oct 14, 2020
Jean-Baptiste Boin, Nat Roth, Jigar Doshi, Pablo Llueca, Nicolas Borensztein

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* Submitted to the Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop at NeurIPS 2020

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Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds

Sep 23, 2020
Piyush Bagad, Aman Dalmia, Jigar Doshi, Arsha Nagrani, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agarwal, Rahul Panicker

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* Under submission to AAAI 20

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xBD: A Dataset for Assessing Building Damage from Satellite Imagery

Nov 21, 2019
Ritwik Gupta, Richard Hosfelt, Sandra Sajeev, Nirav Patel, Bryce Goodman, Jigar Doshi, Eric Heim, Howie Choset, Matthew Gaston

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* 9 pages, 10 figures

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FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video

Oct 14, 2019
Jigar Doshi, Dominic Garcia, Cliff Massey, Pablo Llueca, Nicolas Borensztein, Michael Baird, Matthew Cook, Devaki Raj

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* Published at NeurIPS 2019; Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response(AI+HADR 2019)

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From Satellite Imagery to Disaster Insights

Dec 17, 2018
Jigar Doshi, Saikat Basu, Guan Pang

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* NeurIPS 2018 Camera-Ready version; AI for Social Good Workshop

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