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Caleb Robinson
Caleb Robinson
Microsoft AI for Good
Verified email at microsoft.com - Homepage
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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
4632017
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
2452019
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
1092017
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
1082019
Modeling migration patterns in the USA under sea level rise
C Robinson, B Dilkina, J Moreno-Cruz
PloS one 15 (1), e0227436, 2020
852020
A machine learning approach to modeling human migration
C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
822018
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
642018
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
542022
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
522021
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
362021
Label super-resolution networks
K Malkin, C Robinson, L Hou, R Soobitsky, J Czawlytko, D Samaras, ...
International Conference on Learning Representations, 2018
332018
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
322020
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
262022
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
242022
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
212023
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
212020
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
20*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
182021
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
142022
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
132022
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