Caleb Robinson
Caleb Robinson
Microsoft AI for Good
Verified email at - Homepage
Cited by
Cited by
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
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
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
A machine learning approach to modeling human migration
C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
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
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 Conference on Computer Vision and Pattern …, 2019
Label super-resolution networks
K Malkin, C Robinson, L Hou, R Soobitsky, J Czawlytko, D Samaras, ...
International Conference on Learning Representations, 2018
Modeling migration patterns in the USA under sea level rise
C Robinson, B Dilkina, J Moreno-Cruz
PloS one 15 (1), e0227436, 2020
Human-Machine Collaboration for Fast Land Cover Mapping.
C Robinson, A Ortiz, K Malkin, B Elias, A Peng, D Morris, B Dilkina, N Jojic
AAAI, 2509-2517, 2020
Infrastructure resilience for climate adaptation
A Gupta, C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
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
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
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
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
Spatial Ensembling of Land Cover Models
B Dilkina, AK Singh, C Robinson
AGU Fall Meeting 2020, 2020
Fine-tuning land cover models efficiently with transfer learning: a tool and case studies
C Robinson, A Ortiz, S Yang, MD Nasir, J Wang, JL Ferres
AGU Fall Meeting 2020, 2020
Model Generalization in Deep Learning Applications for Land Cover Mapping
L Hu, C Robinson, B Dilkina
arXiv preprint arXiv:2008.10351, 2020
Mining self-similarity: Label super-resolution with epitomic representations
K Malkin, A Ortiz, C Robinson, N Jojic
arXiv preprint arXiv:2004.11498, 2020
Distributed Inference and API Hosting for an Image Analysis Service: A Case Study on Land Cover Mapping
D Morris, P Flickinger, C Robinson, J Marsman, N Jojic, LN Joppa
AGUFM 2019, IN11A-03, 2019
Migration patterns under different scenarios of sea level rise
C Robinson, B Dilkina, J Moreno-Cruz, 2019
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