Jigar Doshi

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 11

Top Topics

Damage Assessment

Class Imbalance

Imbalanced Datasets

Road Extraction

Top Venues

Publications

Yash Khandelwal, Mayur Arvind, Sriram Kumar, Ashish Gupta, Sachin Kumar Danisetty, Piyush Bagad, Anish Madan, Mayank Lunayach, Aditya Annavajjala, Abhishek Maiti, Sansiddh Jain, Aman Dalmia, Namrata Deka, Jerome White, Jigar Doshi, Angjoo Kanazawa, Rahul Panicker, Alpan Raval, Srinivas Rana, Makarand Tapaswi
NurtureNet: A Multi-task Video-based Approach for Newborn Anthropometry. CoRR (2024)
Jerome White, Chandan Agrawal, Anmol Ojha, Apoorv Agnihotri, Makkunda Sharma, Jigar Doshi
BOLLWM: A real-world dataset for bollworm pest monitoring from cotton fields in India. CoRR (2023)
Jerome White, Pulkit Madaan, Nikhil Shenoy, Apoorv Agnihotri, Makkunda Sharma, Jigar Doshi
A Case for Rejection in Low Resource ML Deployment. CoRR (2022)
Makkunda Sharma, Nikhil Shenoy, Jigar Doshi, Piyush Bagad, Aman Dalmia, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agrawal, Rahul Panicker
Impact of data-splits on generalization: Identifying COVID-19 from cough and context. CoRR (2021)
Jean-Baptiste Boin, Nat Roth, Jigar Doshi, Pablo Llueca, Nicolas Borensztein
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment. CoRR (2020)
Piyush Bagad, Aman Dalmia, Jigar Doshi, Arsha Nagrani, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agarwal, Rahul Panicker
Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds. CoRR (2020)
Ritwik Gupta, Richard Hosfelt, Sandra Sajeev, Nirav Patel, Bryce Goodman, Jigar Doshi, Eric T. Heim, Howie Choset, Matthew E. Gaston
xBD: A Dataset for Assessing Building Damage from Satellite Imagery. CoRR (2019)
Jigar Doshi, Dominic Garcia, Cliff Massey, Pablo Llueca, Nicolas Borensztein, Michael Baird, Matthew Cook, Devaki Raj
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video. CoRR (2019)
Ritwik Gupta, Bryce Goodman, Nirav Patel, Ricky Hosfelt, Sandra Sajeev, Eric T. Heim, Jigar Doshi, Keane Lucas, Howie Choset, Matthew E. Gaston
Creating xBD: A Dataset for Assessing Building Damage from Satellite Imagery. CVPR Workshops (2019)
Jigar Doshi, Saikat Basu, Guan Pang
From Satellite Imagery to Disaster Insights. CoRR (2018)
Jigar Doshi
Residual Inception Skip Network for Binary Segmentation. CVPR Workshops (2018)
Alan R. Wagner, Jigar Doshi
Who, How, Where: Using Exemplars to Learn Social Concepts. ICSR (2013)
Jigar Doshi, Prahlad Kilambi
SAFAR: An Adaptive Bandwidth-Efficient Routing Protocol for Mobile Ad Hoc Networks. ADHOC-NOW (2003)