Caleb Robinson
Caleb Robinson
Microsoft AI for Good
Verified email at microsoft.com - Homepage
Title
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
1702017
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
612019
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
422017
A machine learning approach to modeling human migration
C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
332018
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
272019
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
252018
Modeling migration patterns in the USA under sea level rise
C Robinson, B Dilkina, J Moreno-Cruz
PloS one 15 (1), e0227436, 2020
202020
Label super-resolution networks
K Malkin, C Robinson, L Hou, R Soobitsky, J Czawlytko, D Samaras, ...
International Conference on Learning Representations, 2018
142018
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
52020
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
42020
An approach to integrate inter-dependent simulations using HLA with applications to sustainable urban development
A Jain, D Robinson, B Dilkina, R Fujimoto
2016 Winter Simulation Conference (WSC), 1218-1229, 2016
42016
Infrastructure resilience for climate adaptation
A Gupta, C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
32018
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
32016
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
12021
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, JL Ferres, RT Ng
arXiv preprint arXiv:2101.07235, 2021
12021
Becoming Good at AI for Good
M Kshirsagar, C Robinson, S Yang, S Gholami, I Klyuzhin, S Mukherjee, ...
arXiv preprint arXiv:2104.11757, 2021
2021
Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery
C Robinson, A Ortiz, JML Ferres, B Anderson, DE Ho
arXiv preprint arXiv:2103.09787, 2021
2021
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
2021
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
2021
Lessons learned from our investments in AI For Good at Microsoft
JL Ferres, C Robinson, S Yang, A Ortiz, MD Nasir, Y Yu, A Trivedi
AGU Fall Meeting 2020, 2020
2020
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