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Caleb Robinson
Caleb Robinson
Microsoft AI for Good
Verified email at microsoft.com - Homepage
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Cited by
Cited by
Year
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
3132017
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
1562019
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
802017
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
592019
Modeling migration patterns in the USA under sea level rise
C Robinson, B Dilkina, J Moreno-Cruz
PloS one 15 (1), e0227436, 2020
492020
A machine learning approach to modeling human migration
C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
492018
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
482018
Label super-resolution networks
K Malkin, C Robinson, L Hou, R Soobitsky, J Czawlytko, D Samaras, ...
International Conference on Learning Representations, 2018
232018
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
222021
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
222020
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
192021
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
182020
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
12*2022
2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good [Technical Committees]
N Yokoya, P Ghamisi, R Hansch, C Prieur, H Malha, J Chanussot, ...
IEEE Geoscience and Remote Sensing Magazine 9 (1), 287-C3, 2021
122021
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), 1-10, 2022
82022
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
82021
High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest
N Malkin, C Robinson, N Jojic
arXiv preprint arXiv:2101.01154, 2021
82021
Network optimization of food flows in the US
C Robinson, A Shirazi, M Liu, B Dilkina
2016 IEEE International Conference on Big Data (Big Data), 2190-2198, 2016
82016
Temporal cluster matching for change detection of structures from satellite imagery
C Robinson, A Ortiz, JML Ferres, B Anderson, DE Ho
ACM SIGCAS Conference on Computing and Sustainable Societies, 138-146, 2021
72021
TorchGeo: deep learning with geospatial data
AJ Stewart, C Robinson, IA Corley, A Ortiz, JML Ferres, A Banerjee
arXiv preprint arXiv:2111.08872, 2021
62021
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