| Machine learning approaches for estimating commercial building energy consumption C Robinson, B Dilkina, J Hubbs, W Zhang, S Guhathakurta, MA Brown, ... Applied Energy 208, 889-904, 2017 | 485 | 2017 |
| Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations F Hohman, H Park, C Robinson, DHP Chau IEEE transactions on visualization and computer graphics 26 (1), 1096-1106, 2019 | 255 | 2019 |
| Large scale high-resolution land cover mapping with multi-resolution data C Robinson, L Hou, K Malkin, R Soobitsky, J Czawlytko, B Dilkina, N Jojic Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 114 | 2019 |
| A Deep Learning Approach for Population Estimation from Satellite Imagery C Robinson, F Hohman, B Dilkina Proceedings of the 1st ACM SIGSPATIAL Workshop on Geospatial Humanities, 47-54, 2017 | 114 | 2017 |
| A machine learning approach to modeling human migration C Robinson, B Dilkina Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018 | 90 | 2018 |
| Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz PloS one 15 (1), e0227436, 2020 | 89 | 2020 |
| Estimating residential energy consumption in metropolitan areas: A microsimulation approach W Zhang, C Robinson, S Guhathakurta, VM Garikapati, B Dilkina, ... Energy 155, 162-173, 2018 | 67 | 2018 |
| Torchgeo: deep learning with geospatial data AJ Stewart, C Robinson, IA Corley, A Ortiz, JML Ferres, A Banerjee Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 63 | 2022 |
| Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest C Robinson, K Malkin, N Jojic, H Chen, R Qin, C Xiao, M Schmitt, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 56 | 2021 |
| Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary JF Rajotte, S Mukherjee, C Robinson, A Ortiz, C West, JML Ferres, RT Ng Proceedings of the Conference on Information Technology for Social Good, 79-84, 2021 | 39 | 2021 |
| Local Context Normalization: Revisiting Local Normalization A Ortiz, C Robinson, D Morris, O Fuentes, C Kiekintveld, MM Hassan, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 35 | 2020 |
| Label super-resolution networks K Malkin, C Robinson, L Hou, R Soobitsky, J Czawlytko, D Samaras, ... International Conference on Learning Representations, 2018 | 35 | 2018 |
| Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes A Ortiz, A Trivedi, J Desbiens, M Blazes, C Robinson, S Gupta, R Dodhia, ... Scientific reports 12 (1), 1716, 2022 | 29 | 2022 |
| The Outcome of the 2021 IEEE GRSS Data Fusion Contest—Track MSD: Multitemporal Semantic Change Detection Z Li, F Lu, H Zhang, L Tu, J Li, X Huang, C Robinson, N Malkin, N Jojic, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 26 | 2022 |
| SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery K Klemmer, E Rolf, C Robinson, L Mackey, M Rußwurm arXiv preprint arXiv:2311.17179, 2023 | 25 | 2023 |
| Human-machine collaboration for fast land cover mapping C Robinson, A Ortiz, K Malkin, B Elias, A Peng, D Morris, B Dilkina, N Jojic Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2509-2517, 2020 | 22 | 2020 |
| Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement A Trivedi, C Robinson, M Blazes, A Ortiz, J Desbiens, S Gupta, R Dodhia, ... PloS one 17 (10), e0274098, 2022 | 21* | 2022 |
| Becoming Good at AI for Good M Kshirsagar, C Robinson, S Yang, S Gholami, I Klyuzhin, S Mukherjee, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 664-673, 2021 | 19 | 2021 |
| Fast Building Segmentation From Satellite Imagery and Few Local Labels C Robinson, A Ortiz, H Park, N Lozano, JK Kaw, T Sederholm, R Dodhia, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 18 | 2022 |
| An Artificial Intelligence Dataset for Solar Energy Locations in India A Ortiz, D Negandhi, SR Mysorekar, SK Nagaraju, J Kiesecker, ... Scientific Data 9 (1), 497, 2022 | 17 | 2022 |
Juan M. Lavista FerresChief Scientist and Lab Director, Microsoft AI for Good Research LabVerified email at microsoft.com
