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- PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery
  
  Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz
  
  Proceedings of the Winter Conference on Applications of Computer Vision | January 2025
  
  Publication 项目项目
- Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
  
  Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR Workshop | December 2024
  
  Publication 项目项目
- Sims: An Interactive Tool for Geospatial Matching and Clustering
  
  Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps
  
  Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- The New Digital Divide
  
  Mayana Pereira, Shane Greenstein, Raffaella Sadun, Prasanna Tambe, Lucia Ronchi Darre, Tammy Glazer, Allen Kim, Rahul Dodhia, Juan M. Lavista Ferres
  
  National Bureau of Economic Research | October 2024
  
  Publication
- Bridging the gap: leveraging data science to equip domain experts with the tools to address challenges in maternal, newborn, and child health
  
  Girmaw Abebe Tadesse, William Ogallo , Celia Cintas, Skyler Speakman, Aisha Walcott-Bryant , Charity Wayua
  
  npj Womens Health | May 2024
  
  Publication DOI PDF 项目
- Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
  
  Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke
  
  March 2024
  
  Publication 项目项目
- A Change Detection Reality Check
  
  Isaac Corley, Caleb Robinson, Anthony Ortiz
  
  February 2024
  
  Preprint DOI 项目
- Mission Critical — Satellite Data is a Distinct Modality in Machine Learning
  
  Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner
  
  February 2024
  
  Preprint DOI 项目
- Datasets and Foundation Models for Landsat Imagery
  
  Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
  
  Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023
  
  Publication 项目项目
- Harnessing AI and robotics in humanitarian assistance and disaster response
  
  Thomas Manzini, Robin R. Murphy, Eric Heim, Caleb Robinson, Guido Zarrella, Ritwik Gupta
  
  Science Robotics | July 2023
  
  Publication DOI
- Poverty rate prediction using multi-modal survey and earth observation data
  
  Simone Fobi Nsutezo, Manuel Cardona, Elliott Collins, Caleb Robinson, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  COMPASS ’23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies | July 2023
  
  Publication PDF
- Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event
  
  Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres
  
  June 2023
  
  Publication PDF 项目
- Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
  
  Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
  
  May 2023
  
  Publication 项目
- Mask Conditional Synthetic Satellite Imagery
  
  Van Anh Le, Varshini Reddy, Zixi Chen, Mengyuan Li, Xinran Tang, Anthony Ortiz, Simone Fobi Nsutezo, Caleb Robinson
  
  ICLR 2023 Machine Learning for Remote Sensing Workshop | May 2023
  
  Publication 项目
- Turkey Earthquake Report
  
  Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres
  
  MSR-TR-2023-7 | February 2023
  
  作者：Microsoft
  
  Publication 项目
- On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach
  
  Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres
  
  International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022
  
  Publication PDF 项目
- TorchGeo: Deep Learning with Geospatial Data
  
  Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
  
  ACM SIGSPATIAL 2022 | November 2022
  
  Nominated for best paper
  
  Publication Preprint 项目
- Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery
  
  Md Nasir, Tina Sederholm, Anshu Sharma, Sundeep Reddy Mallu, Sumedh Ranjan Ghatage, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS AI+HADR Workshop 2022 | November 2022
  
  Publication 项目
- Food Security Analysis and Forecasting: A Machine Learning Case Study in Southern Malawi
  
  Shahrzad Gholami, Erwin Knippenberg, James Campbell, Daniel Andriantsimba, Anusheel Kamle, Pavitraa Parthasarathy, Ria Sankar, Cameron Birge, Juan M. Lavista Ferres
  
  Data & Policy | October 2022, 第 4 卷
  
  Publication
- Fast Building Segmentation From Satellite Imagery and Few Local Labels
  
  Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR 2022 | June 2022
  
  Publication PDF 项目
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF
- Reimagining Leprosy Elimination with AI Analysis of a Combination of Skin Lesion Images with Demographic and Clinical Data
  
  Raquel R Barbieri, Yixi Xu, Lucy Setian, Paulo Thiago Souza-Santos, Anusua Trivedi, Jim Cristofono, Ricardo Bhering, Kevin White, Anna M Sales, Geralyn Miller, José Augusto C Nery, Michael Sharman, Richard Bumann, Shun Zhang, Mohamad Goldust, Euzenir N Sarno, Fareed Mirza, Arielle Cavaliero, Sander Timmer, Elena Bonfiglioli, Cairns Smith, David Scollard, Alexander A Navarini, Ann Aerts, Juan M. Lavista Ferres, Milton O Moraes
  
  Science Direct | January 2022
  
  Publication PDF 项目
- From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery
  
  Nebojsa Jojic, Kolya Malkin, Caleb Robinson, Anthony Ortiz
  
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | July 2021
  
  Publication 项目项目
- Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery
  
  Caleb Robinson, Anthony Ortiz, Juan M. Lavista Ferres, Brandon Anderson, Daniel E. Ho
  
  ACM COMPASS 2021 | June 2021
  
  Honorable mention for best paper
  
  Publication Preprint 项目
- Height Estimation of Children under Five Years using Depth Images.
  
  Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres, Juan M. Lavista Ferres
  
  IEEE International Engineering in Medicine and Biology Conference (EMBC) | May 2021
  
  Publication Publication Publication 项目
- Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India
  
  Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian
  
  PNAS | May 2021, 第 118 卷
  
  Publication PDF 项目
- U.S. Broadband Coverage Data Set: A Differentially Private Data Release
  
  Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan M. Lavista Ferres, Rahul Dodhia
  
  March 2021
  
  Publication Publication PDF 项目项目
- Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
  
  Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres
  
  IAAI’21 | February 2021
  
  Publication PDF 项目
- How to Handle Armed Conflict Data in a Real-World Scenario?
  
  Anusua Trivedi, Kate Keator, Michael Scholtens, Brandon Haigood, Rahul Dodhia, Juan M. Lavista Ferres, Ria Sankar, Avirishu Verma
  
  Philosophy & Technology | September 2020
  
  Publication
- Human-Machine Collaboration for Fast Land Cover Mapping
  
  Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
  
  AAAI 2020 | April 2020
  
  Publication Preprint PDF 项目项目
- Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data
  
  Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic
  
  CVPR 2019 | May 2019
  
  Publication PDF 项目项目

- PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery
  
  Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz
  
  Proceedings of the Winter Conference on Applications of Computer Vision | January 2025
  
  Publication 项目项目
- Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
  
  Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR Workshop | December 2024
  
  Publication 项目项目
- Sims: An Interactive Tool for Geospatial Matching and Clustering
  
  Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps
  
  Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Bridging the gap: leveraging data science to equip domain experts with the tools to address challenges in maternal, newborn, and child health
  
  Girmaw Abebe Tadesse, William Ogallo , Celia Cintas, Skyler Speakman, Aisha Walcott-Bryant , Charity Wayua
  
  npj Womens Health | May 2024
  
  Publication DOI PDF 项目
- Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
  
  Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke
  
  March 2024
  
  Publication 项目项目
- A Change Detection Reality Check
  
  Isaac Corley, Caleb Robinson, Anthony Ortiz
  
  February 2024
  
  Preprint DOI 项目
- Mission Critical — Satellite Data is a Distinct Modality in Machine Learning
  
  Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner
  
  February 2024
  
  Preprint DOI 项目
- Datasets and Foundation Models for Landsat Imagery
  
  Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
  
  Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023
  
  Publication 项目项目
- Harnessing AI and robotics in humanitarian assistance and disaster response
  
  Thomas Manzini, Robin R. Murphy, Eric Heim, Caleb Robinson, Guido Zarrella, Ritwik Gupta
  
  Science Robotics | July 2023
  
  Publication DOI
- Poverty rate prediction using multi-modal survey and earth observation data
  
  Simone Fobi Nsutezo, Manuel Cardona, Elliott Collins, Caleb Robinson, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  COMPASS ’23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies | July 2023
  
  Publication PDF
- Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event
  
  Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres
  
  June 2023
  
  Publication PDF 项目
- Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
  
  Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
  
  May 2023
  
  Publication 项目
- Turkey Earthquake Report
  
  Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres
  
  MSR-TR-2023-7 | February 2023
  
  作者：Microsoft
  
  Publication 项目
- Food Security Analysis and Forecasting: A Machine Learning Case Study in Southern Malawi
  
  Shahrzad Gholami, Erwin Knippenberg, James Campbell, Daniel Andriantsimba, Anusheel Kamle, Pavitraa Parthasarathy, Ria Sankar, Cameron Birge, Juan M. Lavista Ferres
  
  Data & Policy | October 2022, 第 4 卷
  
  Publication
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF
- Height Estimation of Children under Five Years using Depth Images.
  
  Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres, Juan M. Lavista Ferres
  
  IEEE International Engineering in Medicine and Biology Conference (EMBC) | May 2021
  
  Publication Publication Publication 项目
- Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India
  
  Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian
  
  PNAS | May 2021, 第 118 卷
  
  Publication PDF 项目
- U.S. Broadband Coverage Data Set: A Differentially Private Data Release
  
  Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan M. Lavista Ferres, Rahul Dodhia
  
  March 2021
  
  Publication Publication PDF 项目项目
- Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
  
  Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres
  
  IAAI’21 | February 2021
  
  Publication PDF 项目
- How to Handle Armed Conflict Data in a Real-World Scenario?
  
  Anusua Trivedi, Kate Keator, Michael Scholtens, Brandon Haigood, Rahul Dodhia, Juan M. Lavista Ferres, Ria Sankar, Avirishu Verma
  
  Philosophy & Technology | September 2020
  
  Publication
- Human-Machine Collaboration for Fast Land Cover Mapping
  
  Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
  
  AAAI 2020 | April 2020
  
  Publication Preprint PDF 项目项目
- Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data
  
  Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic
  
  CVPR 2019 | May 2019
  
  Publication PDF 项目项目
- PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery
  
  Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz
  
  Proceedings of the Winter Conference on Applications of Computer Vision | January 2025
  
  Publication 项目项目
- Sims: An Interactive Tool for Geospatial Matching and Clustering
  
  Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps
  
  Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
  
  Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke
  
  March 2024
  
  Publication 项目项目
- A Change Detection Reality Check
  
  Isaac Corley, Caleb Robinson, Anthony Ortiz
  
  February 2024
  
  Preprint DOI 项目
- Mission Critical — Satellite Data is a Distinct Modality in Machine Learning
  
  Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner
  
  February 2024
  
  Preprint DOI 项目
- Datasets and Foundation Models for Landsat Imagery
  
  Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
  
  Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023
  
  Publication 项目项目
- Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
  
  Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
  
  May 2023
  
  Publication 项目
- Mask Conditional Synthetic Satellite Imagery
  
  Van Anh Le, Varshini Reddy, Zixi Chen, Mengyuan Li, Xinran Tang, Anthony Ortiz, Simone Fobi Nsutezo, Caleb Robinson
  
  ICLR 2023 Machine Learning for Remote Sensing Workshop | May 2023
  
  Publication 项目
- On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach
  
  Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres
  
  International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022
  
  Publication PDF 项目
- TorchGeo: Deep Learning with Geospatial Data
  
  Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
  
  ACM SIGSPATIAL 2022 | November 2022
  
  Nominated for best paper
  
  Publication Preprint 项目
- Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery
  
  Md Nasir, Tina Sederholm, Anshu Sharma, Sundeep Reddy Mallu, Sumedh Ranjan Ghatage, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS AI+HADR Workshop 2022 | November 2022
  
  Publication 项目
- Fast Building Segmentation From Satellite Imagery and Few Local Labels
  
  Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR 2022 | June 2022
  
  Publication PDF 项目
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF
- Height Estimation of Children under Five Years using Depth Images.
  
  Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres, Juan M. Lavista Ferres
  
  IEEE International Engineering in Medicine and Biology Conference (EMBC) | May 2021
  
  Publication Publication Publication 项目
- Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India
  
  Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian
  
  PNAS | May 2021, 第 118 卷
  
  Publication PDF 项目
- Human-Machine Collaboration for Fast Land Cover Mapping
  
  Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
  
  AAAI 2020 | April 2020
  
  Publication Preprint PDF 项目项目
- Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
  
  Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR Workshop | December 2024
  
  Publication 项目项目
- Sims: An Interactive Tool for Geospatial Matching and Clustering
  
  Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps
  
  Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- A Change Detection Reality Check
  
  Isaac Corley, Caleb Robinson, Anthony Ortiz
  
  February 2024
  
  Preprint DOI 项目
- Mission Critical — Satellite Data is a Distinct Modality in Machine Learning
  
  Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner
  
  February 2024
  
  Preprint DOI 项目
- Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event
  
  Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres
  
  June 2023
  
  Publication PDF 项目
- Turkey Earthquake Report
  
  Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres
  
  MSR-TR-2023-7 | February 2023
  
  作者：Microsoft
  
  Publication 项目
- TorchGeo: Deep Learning with Geospatial Data
  
  Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
  
  ACM SIGSPATIAL 2022 | November 2022
  
  Nominated for best paper
  
  Publication Preprint 项目
- From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery
  
  Nebojsa Jojic, Kolya Malkin, Caleb Robinson, Anthony Ortiz
  
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | July 2021
  
  Publication 项目项目
- Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery
  
  Caleb Robinson, Anthony Ortiz, Juan M. Lavista Ferres, Brandon Anderson, Daniel E. Ho
  
  ACM COMPASS 2021 | June 2021
  
  Honorable mention for best paper
  
  Publication Preprint 项目
- Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
  
  Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres
  
  IAAI’21 | February 2021
  
  Publication PDF 项目
- Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data
  
  Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic
  
  CVPR 2019 | May 2019
  
  Publication PDF 项目项目
- Bridging the gap: leveraging data science to equip domain experts with the tools to address challenges in maternal, newborn, and child health
  
  Girmaw Abebe Tadesse, William Ogallo , Celia Cintas, Skyler Speakman, Aisha Walcott-Bryant , Charity Wayua
  
  npj Womens Health | May 2024
  
  Publication DOI PDF 项目
- Reimagining Leprosy Elimination with AI Analysis of a Combination of Skin Lesion Images with Demographic and Clinical Data
  
  Raquel R Barbieri, Yixi Xu, Lucy Setian, Paulo Thiago Souza-Santos, Anusua Trivedi, Jim Cristofono, Ricardo Bhering, Kevin White, Anna M Sales, Geralyn Miller, José Augusto C Nery, Michael Sharman, Richard Bumann, Shun Zhang, Mohamad Goldust, Euzenir N Sarno, Fareed Mirza, Arielle Cavaliero, Sander Timmer, Elena Bonfiglioli, Cairns Smith, David Scollard, Alexander A Navarini, Ann Aerts, Juan M. Lavista Ferres, Milton O Moraes
  
  Science Direct | January 2022
  
  Publication PDF 项目
- Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India
  
  Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian
  
  PNAS | May 2021, 第 118 卷
  
  Publication PDF 项目
- The New Digital Divide
  
  Mayana Pereira, Shane Greenstein, Raffaella Sadun, Prasanna Tambe, Lucia Ronchi Darre, Tammy Glazer, Allen Kim, Rahul Dodhia, Juan M. Lavista Ferres
  
  National Bureau of Economic Research | October 2024
  
  Publication
- Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India
  
  Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian
  
  PNAS | May 2021, 第 118 卷
  
  Publication PDF 项目
- Poverty rate prediction using multi-modal survey and earth observation data
  
  Simone Fobi Nsutezo, Manuel Cardona, Elliott Collins, Caleb Robinson, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  COMPASS ’23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies | July 2023
  
  Publication PDF
- Food Security Analysis and Forecasting: A Machine Learning Case Study in Southern Malawi
  
  Shahrzad Gholami, Erwin Knippenberg, James Campbell, Daniel Andriantsimba, Anusheel Kamle, Pavitraa Parthasarathy, Ria Sankar, Cameron Birge, Juan M. Lavista Ferres
  
  Data & Policy | October 2022, 第 4 卷
  
  Publication
- U.S. Broadband Coverage Data Set: A Differentially Private Data Release
  
  Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan M. Lavista Ferres, Rahul Dodhia
  
  March 2021
  
  Publication Publication PDF 项目项目
- Human-Machine Collaboration for Fast Land Cover Mapping
  
  Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
  
  AAAI 2020 | April 2020
  
  Publication Preprint PDF 项目项目

- Sims: An Interactive Tool for Geospatial Matching and Clustering
  
  Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps
  
  Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
  
  December 2024
  
  Publication PDF 项目项目
- Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
  
  Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke
  
  March 2024
  
  Publication 项目项目
- A Change Detection Reality Check
  
  Isaac Corley, Caleb Robinson, Anthony Ortiz
  
  February 2024
  
  Preprint DOI 项目
- Mission Critical — Satellite Data is a Distinct Modality in Machine Learning
  
  Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner
  
  February 2024
  
  Preprint DOI 项目
- Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event
  
  Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres
  
  June 2023
  
  Publication PDF 项目
- Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
  
  Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
  
  May 2023
  
  Publication 项目
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF
- PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery
  
  Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz
  
  Proceedings of the Winter Conference on Applications of Computer Vision | January 2025
  
  Publication 项目项目
- Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
  
  Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR Workshop | December 2024
  
  Publication 项目项目
- Datasets and Foundation Models for Landsat Imagery
  
  Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
  
  Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023
  
  Publication 项目项目
- Poverty rate prediction using multi-modal survey and earth observation data
  
  Simone Fobi Nsutezo, Manuel Cardona, Elliott Collins, Caleb Robinson, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  COMPASS ’23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies | July 2023
  
  Publication PDF
- Mask Conditional Synthetic Satellite Imagery
  
  Van Anh Le, Varshini Reddy, Zixi Chen, Mengyuan Li, Xinran Tang, Anthony Ortiz, Simone Fobi Nsutezo, Caleb Robinson
  
  ICLR 2023 Machine Learning for Remote Sensing Workshop | May 2023
  
  Publication 项目
- On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach
  
  Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres
  
  International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022
  
  Publication PDF 项目
- TorchGeo: Deep Learning with Geospatial Data
  
  Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
  
  ACM SIGSPATIAL 2022 | November 2022
  
  Nominated for best paper
  
  Publication Preprint 项目
- Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery
  
  Md Nasir, Tina Sederholm, Anshu Sharma, Sundeep Reddy Mallu, Sumedh Ranjan Ghatage, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS AI+HADR Workshop 2022 | November 2022
  
  Publication 项目
- Fast Building Segmentation From Satellite Imagery and Few Local Labels
  
  Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres
  
  CVPR 2022 | June 2022
  
  Publication PDF 项目
- From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery
  
  Nebojsa Jojic, Kolya Malkin, Caleb Robinson, Anthony Ortiz
  
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | July 2021
  
  Publication 项目项目
- Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery
  
  Caleb Robinson, Anthony Ortiz, Juan M. Lavista Ferres, Brandon Anderson, Daniel E. Ho
  
  ACM COMPASS 2021 | June 2021
  
  Honorable mention for best paper
  
  Publication Preprint 项目
- Height Estimation of Children under Five Years using Depth Images.
  
  Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres, Juan M. Lavista Ferres
  
  IEEE International Engineering in Medicine and Biology Conference (EMBC) | May 2021
  
  Publication Publication Publication 项目
- Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
  
  Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres
  
  IAAI’21 | February 2021
  
  Publication PDF 项目
- Human-Machine Collaboration for Fast Land Cover Mapping
  
  Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
  
  AAAI 2020 | April 2020
  
  Publication Preprint PDF 项目项目
- Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data
  
  Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic
  
  CVPR 2019 | May 2019
  
  Publication PDF 项目项目
- The New Digital Divide
  
  Mayana Pereira, Shane Greenstein, Raffaella Sadun, Prasanna Tambe, Lucia Ronchi Darre, Tammy Glazer, Allen Kim, Rahul Dodhia, Juan M. Lavista Ferres
  
  National Bureau of Economic Research | October 2024
  
  Publication
- Bridging the gap: leveraging data science to equip domain experts with the tools to address challenges in maternal, newborn, and child health
  
  Girmaw Abebe Tadesse, William Ogallo , Celia Cintas, Skyler Speakman, Aisha Walcott-Bryant , Charity Wayua
  
  npj Womens Health | May 2024
  
  Publication DOI PDF 项目
- Harnessing AI and robotics in humanitarian assistance and disaster response
  
  Thomas Manzini, Robin R. Murphy, Eric Heim, Caleb Robinson, Guido Zarrella, Ritwik Gupta
  
  Science Robotics | July 2023
  
  Publication DOI
- Food Security Analysis and Forecasting: A Machine Learning Case Study in Southern Malawi
  
  Shahrzad Gholami, Erwin Knippenberg, James Campbell, Daniel Andriantsimba, Anusheel Kamle, Pavitraa Parthasarathy, Ria Sankar, Cameron Birge, Juan M. Lavista Ferres
  
  Data & Policy | October 2022, 第 4 卷
  
  Publication
- Reimagining Leprosy Elimination with AI Analysis of a Combination of Skin Lesion Images with Demographic and Clinical Data
  
  Raquel R Barbieri, Yixi Xu, Lucy Setian, Paulo Thiago Souza-Santos, Anusua Trivedi, Jim Cristofono, Ricardo Bhering, Kevin White, Anna M Sales, Geralyn Miller, José Augusto C Nery, Michael Sharman, Richard Bumann, Shun Zhang, Mohamad Goldust, Euzenir N Sarno, Fareed Mirza, Arielle Cavaliero, Sander Timmer, Elena Bonfiglioli, Cairns Smith, David Scollard, Alexander A Navarini, Ann Aerts, Juan M. Lavista Ferres, Milton O Moraes
  
  Science Direct | January 2022
  
  Publication PDF 项目
- Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India
  
  Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian
  
  PNAS | May 2021, 第 118 卷
  
  Publication PDF 项目
- How to Handle Armed Conflict Data in a Real-World Scenario?
  
  Anusua Trivedi, Kate Keator, Michael Scholtens, Brandon Haigood, Rahul Dodhia, Juan M. Lavista Ferres, Ria Sankar, Avirishu Verma
  
  Philosophy & Technology | September 2020
  
  Publication
- Turkey Earthquake Report
  
  Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres
  
  MSR-TR-2023-7 | February 2023
  
  作者：Microsoft
  
  Publication 项目
- U.S. Broadband Coverage Data Set: A Differentially Private Data Release
  
  Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan M. Lavista Ferres, Rahul Dodhia
  
  March 2021
  
  Publication Publication PDF 项目项目