Caleb Robinson

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Juan M. Lavista FerresChief Scientist and Lab Director, Microsoft AI for Good Research LabVerifisert e-postadresse på microsoft.com
Anthony OrtizPrincipal Research Science Manager, Microsoft AI for GoodVerifisert e-postadresse på microsoft.com
Bistra DilkinaAssoc. Professor of Computer Science and co-Director of the Center for AI in Society, USCVerifisert e-postadresse på usc.edu
Rahul DodhiaDeputy Director, AI for Good Research Lab, MicrosoftVerifisert e-postadresse på microsoft.com
Nebojsa JojicMicrosoft ResearchVerifisert e-postadresse på microsoft.com
Nikolay MalkinUniversity of EdinburghVerifisert e-postadresse på inf.ed.ac.uk
Isaac CorleyPh.D. in Electrical Engineering from University of Texas at San AntonioVerifisert e-postadresse på my.utsa.edu
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyVerifisert e-postadresse på gatech.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityVerifisert e-postadresse på scarletmail.rutgers.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateVerifisert e-postadresse på asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyVerifisert e-postadresse på pubpolicy.gatech.edu
Esther RolfAssistant Professor, CU BoulderVerifisert e-postadresse på colorado.edu
Fred HohmanResearch Scientist at AppleVerifisert e-postadresse på apple.com
Ronny Hänschpostdoctoral research fellow, German Aerospace Center, OberpfaffenhofenVerifisert e-postadresse på dlr.de
Naoto YokoyaThe University of TokyoVerifisert e-postadresse på k.u-tokyo.ac.jp
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorVerifisert e-postadresse på hzdr.de
Dan MorrisResearch Scientist, Google AI for Nature and SocietyVerifisert e-postadresse på cs.stanford.edu
Le HouGoogleVerifisert e-postadresse på google.com
Jacob CzawlytkoSenior Geospatial Analyst, Chesapeake ConservancyVerifisert e-postadresse på chesapeakeconservancy.org
Duen Horng ChauProfessor, Georgia Institute of TechnologyVerifisert e-postadresse på gatech.edu

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Caleb Robinson

Microsoft AI for Good

Verifisert e-postadresse på microsoft.com - Startside

computational sustainability deep learning human migration


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
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	520	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	272	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	132	2017
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	121	2019
A machine learning approach to modeling human migration C Robinson, B Dilkina Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018	105	2018
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz PloS one 15 (1), e0227436, 2020	96	2020
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	82	2022
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	69	2018
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	64	2021
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	56	2023
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	41	2021
Label super-resolution networks K Malkin, C Robinson, L Hou, R Soobitsky, J Czawlytko, D Samaras, ... International Conference on Learning Representations, 2018	36	2018
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
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	33	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	32	2022
Mission Critical--Satellite Data is a Distinct Modality in Machine Learning E Rolf, K Klemmer, C Robinson, H Kerner arXiv preprint arXiv:2402.01444, 2024	31	2024
Ssl4eo-l: Datasets and foundation models for landsat imagery A Stewart, N Lehmann, I Corley, Y Wang, YC Chang, NA Ait Ali Braham, ... Advances in Neural Information Processing Systems 36, 59787-59807, 2023	28	2023
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	27	2022
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	26*	2022
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters I Corley, C Robinson, R Dodhia, JML Ferres, P Najafirad Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024	25	2024

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