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@article{DBLP:journals/corr/abs-2401-06762,
author = {Caleb Robinson and
Isaac Corley and
Anthony Ortiz and
Rahul Dodhia and
Juan M. Lavista Ferres and
Peyman Najafirad},
title = {Seeing the roads through the trees: {A} benchmark for modeling spatial
dependencies with aerial imagery},
journal = {CoRR},
volume = {abs/2401.06762},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06762},
doi = {10.48550/ARXIV.2401.06762},
eprinttype = {arXiv},
eprint = {2401.06762},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07014,
author = {Gilles Quentin Hacheme and
Akram Zaytar and
Girmaw Abebe Tadesse and
Caleb Robinson and
Rahul Dodhia and
Juan M. Lavista Ferres and
Stephen Wood},
title = {Weak Labeling for Cropland Mapping in Africa},
journal = {CoRR},
volume = {abs/2401.07014},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07014},
doi = {10.48550/ARXIV.2401.07014},
eprinttype = {arXiv},
eprint = {2401.07014},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01444,
author = {Esther Rolf and
Konstantin Klemmer and
Caleb Robinson and
Hannah Kerner},
title = {Mission Critical - Satellite Data is a Distinct Modality in Machine
Learning},
journal = {CoRR},
volume = {abs/2402.01444},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01444},
doi = {10.48550/ARXIV.2402.01444},
eprinttype = {arXiv},
eprint = {2402.01444},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06994,
author = {Isaac Corley and
Caleb Robinson and
Anthony Ortiz},
title = {A Change Detection Reality Check},
journal = {CoRR},
volume = {abs/2402.06994},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06994},
doi = {10.48550/ARXIV.2402.06994},
eprinttype = {arXiv},
eprint = {2402.06994},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02736,
author = {Akram Zaytar and
Caleb Robinson and
Gilles Quentin Hacheme and
Girmaw Abebe Tadesse and
Rahul Dodhia and
Juan M. Lavista Ferres and
Lacey F. Hughey and
Jared A. Stabach and
Irene Amoke},
title = {Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery},
journal = {CoRR},
volume = {abs/2403.02736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02736},
doi = {10.48550/ARXIV.2403.02736},
eprinttype = {arXiv},
eprint = {2403.02736},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08544,
author = {Girmaw Abebe Tadesse and
Caleb Robinson and
Gilles Quentin Hacheme and
Akram Zaytar and
Rahul Dodhia and
Tsering Wangyal Shawa and
Juan M. Lavista Ferres and
Emmanuel H. Kreike},
title = {Analyzing Decades-Long Environmental Changes in Namibia Using Archival
Aerial Photography and Deep Learning},
journal = {CoRR},
volume = {abs/2404.08544},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08544},
doi = {10.48550/ARXIV.2404.08544},
eprinttype = {arXiv},
eprint = {2404.08544},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/ManziniMHRZG23,
author = {Thomas Manzini and
Robin R. Murphy and
Eric T. Heim and
Caleb Robinson and
Guido Zarrella and
Ritwik Gupta},
title = {Harnessing {AI} and robotics in humanitarian assistance and disaster
response},
journal = {Sci. Robotics},
volume = {8},
number = {80},
year = {2023},
url = {https://doi.org/10.1126/scirobotics.adj2767},
doi = {10.1126/SCIROBOTICS.ADJ2767},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scirobotics/ManziniMHRZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/FobiCCROSDF23,
author = {Simone Fobi and
Manuel Cardona and
Elliott Collins and
Caleb Robinson and
Anthony Ortiz and
Tina Sederholm and
Rahul Dodhia and
Juan Lavista Ferres},
editor = {Melissa Densmore and
Monojit Choudhury and
Josiah Chavula},
title = {Poverty rate prediction using multi-modal survey and earth observation
data},
booktitle = {Proceedings of the 6th {ACM} {SIGCAS/SIGCHI} Conference on Computing
and Sustainable Societies, {COMPASS} 2023, Cape Town, South Africa,
August 16-19, 2023},
pages = {23--29},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3588001.3609359},
doi = {10.1145/3588001.3609359},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dev/FobiCCROSDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/RobinsonNOSDBRP23,
author = {Caleb Robinson and
Simone Fobi Nsutezo and
Anthony Ortiz and
Tina Sederholm and
Rahul Dodhia and
Cameron Birge and
Kasie Richards and
Kris Pitcher and
Paulo Duarte and
Juan M. Lavista Ferres},
title = {Rapid building damage assessment workflow: An implementation for the
2023 Rolling Fork, Mississippi tornado event},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {3762--3766},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00405},
doi = {10.1109/ICCVW60793.2023.00405},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/RobinsonNOSDBRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StewartLCWCBSR023,
author = {Adam J. Stewart and
Nils Lehmann and
Isaac A. Corley and
Yi Wang and
Yi{-}Chia Chang and
Nassim Ait Ali Braham and
Shradha Sehgal and
Caleb Robinson and
Arindam Banerjee},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{SSL4EO-L:} Datasets and Foundation Models for Landsat Imagery},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/bbf7ee04e2aefec136ecf60e346c2e61-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StewartLCWCBSR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04305,
author = {Van Anh Le and
Varshini Reddy and
Zixi Chen and
Mengyuan Li and
Xinran Tang and
Anthony Ortiz and
Simone Fobi Nsutezo and
Caleb Robinson},
title = {Mask Conditional Synthetic Satellite Imagery},
journal = {CoRR},
volume = {abs/2302.04305},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04305},
doi = {10.48550/ARXIV.2302.04305},
eprinttype = {arXiv},
eprint = {2302.04305},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13456,
author = {Isaac A. Corley and
Caleb Robinson and
Rahul Dodhia and
Juan M. Lavista Ferres and
Peyman Najafirad},
title = {Revisiting pre-trained remote sensing model benchmarks: resizing and
normalization matters},
journal = {CoRR},
volume = {abs/2305.13456},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13456},
doi = {10.48550/ARXIV.2305.13456},
eprinttype = {arXiv},
eprint = {2305.13456},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06191,
author = {Anthony Cintron Roman and
Kevin Xu and
Arfon Smith and
Jehu Torres Vega and
Caleb Robinson and
Juan M. Lavista Ferres},
title = {Open Data on GitHub: Unlocking the Potential of {AI}},
journal = {CoRR},
volume = {abs/2306.06191},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06191},
doi = {10.48550/ARXIV.2306.06191},
eprinttype = {arXiv},
eprint = {2306.06191},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09424,
author = {Adam J. Stewart and
Nils Lehmann and
Isaac A. Corley and
Yi Wang and
Yi{-}Chia Chang and
Nassim Ait Ali Braham and
Shradha Sehgal and
Caleb Robinson and
Arindam Banerjee},
title = {{SSL4EO-L:} Datasets and Foundation Models for Landsat Imagery},
journal = {CoRR},
volume = {abs/2306.09424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09424},
doi = {10.48550/ARXIV.2306.09424},
eprinttype = {arXiv},
eprint = {2306.09424},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12589,
author = {Caleb Robinson and
Simone Fobi Nsutezo and
Anthony Ortiz and
Tina Sederholm and
Rahul Dodhia and
Cameron Birge and
Kasie Richards and
Kris Pitcher and
Paulo Duarte and
Juan M. Lavista Ferres},
title = {Rapid building damage assessment workflow: An implementation for the
2023 Rolling Fork, Mississippi tornado event},
journal = {CoRR},
volume = {abs/2306.12589},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12589},
doi = {10.48550/ARXIV.2306.12589},
eprinttype = {arXiv},
eprint = {2306.12589},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11921,
author = {Simone Fobi Nsutezo and
Manuel Cardona and
Elliott Collins and
Caleb Robinson and
Anthony Ortiz and
Tina Sederholm and
Rahul Dodhia and
Juan Lavista Ferres},
title = {Poverty rate prediction using multi-modal survey and earth observation
data},
journal = {CoRR},
volume = {abs/2307.11921},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11921},
doi = {10.48550/ARXIV.2307.11921},
eprinttype = {arXiv},
eprint = {2307.11921},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17179,
author = {Konstantin Klemmer and
Esther Rolf and
Caleb Robinson and
Lester Mackey and
Marc Ru{\ss}wurm},
title = {SatCLIP: Global, General-Purpose Location Embeddings with Satellite
Imagery},
journal = {CoRR},
volume = {abs/2311.17179},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17179},
doi = {10.48550/ARXIV.2311.17179},
eprinttype = {arXiv},
eprint = {2311.17179},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06153,
author = {Anthony Cintron Roman and
Jennifer Wortman Vaughan and
Valerie See and
Steph Ballard and
Nicolas Schifano and
Jehu Torres Vega and
Caleb Robinson and
Juan M. Lavista Ferres},
title = {Open Datasheets: Machine-readable Documentation for Open Datasets
and Responsible {AI} Assessments},
journal = {CoRR},
volume = {abs/2312.06153},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06153},
doi = {10.48550/ARXIV.2312.06153},
eprinttype = {arXiv},
eprint = {2312.06153},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiLZTLHRMJGHY22,
author = {Zhuohong Li and
Fangxiao Lu and
Hongyan Zhang and
Lilin Tu and
Jiayi Li and
Xin Huang and
Caleb Robinson and
Nikolay Malkin and
Nebojsa Jojic and
Pedram Ghamisi and
Ronny H{\"{a}}nsch and
Naoto Yokoya},
title = {The Outcome of the 2021 {IEEE} {GRSS} Data Fusion Contest - Track
{MSD:} Multitemporal Semantic Change Detection},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {1643--1655},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3144318},
doi = {10.1109/JSTARS.2022.3144318},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiLZTLHRMJGHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/RobinsonCAFH22,
author = {Caleb Robinson and
Ben Chugg and
Brandon R. Anderson and
Juan M. Lavista Ferres and
Daniel E. Ho},
title = {Mapping Industrial Poultry Operations at Scale With Deep Learning
and Aerial Imagery},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {7458--7471},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3191544},
doi = {10.1109/JSTARS.2022.3191544},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/RobinsonCAFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RobinsonOPLKSDF22,
author = {Caleb Robinson and
Anthony Ortiz and
Hogeun Park and
Nancy Lozano{-}Gracia and
Jon Kher Kaw and
Tina Sederholm and
Rahul Dodhia and
Juan M. Lavista Ferres},
title = {Fast building segmentation from satellite imagery and few local labels},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {1462--1470},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00152},
doi = {10.1109/CVPRW56347.2022.00152},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RobinsonOPLKSDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/StewartRCOF022,
author = {Adam J. Stewart and
Caleb Robinson and
Isaac A. Corley and
Anthony Ortiz and
Juan M. Lavista Ferres and
Arindam Banerjee},
editor = {Matthias Renz and
Mohamed Sarwat},
title = {TorchGeo: deep learning with geospatial data},
booktitle = {Proceedings of the 30th International Conference on Advances in Geographic
Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November
1-4, 2022},
pages = {19:1--19:12},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557915.3560953},
doi = {10.1145/3557915.3560953},
timestamp = {Thu, 24 Nov 2022 16:04:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/StewartRCOF022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GholamiROYMBDF22,
author = {Shahrzad Gholami and
Caleb Robinson and
Anthony Ortiz and
Siyu Yang and
Jacopo Margutti and
Cameron Birge and
Rahul Dodhia and
Juan Lavista Ferres},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {On the Deployment of Post-Disaster Building Damage Assessment Tools
using Satellite Imagery: {A} Deep Learning Approach},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1029--1036},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00134},
doi = {10.1109/ICDMW58026.2022.00134},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GholamiROYMBDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RolfMGJRJ22,
author = {Esther Rolf and
Nikolay Malkin and
Alexandros Graikos and
Ana Jojic and
Caleb Robinson and
Nebojsa Jojic},
editor = {James Cussens and
Kun Zhang},
title = {Resolving label uncertainty with implicit posterior models},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1707--1717},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/rolf22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/RolfMGJRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cdceo/2022,
editor = {Aleksandra Gruca and
Caleb Robinson and
Naoto Yokoya and
Jun Zhou and
Pedram Ghamisi},
title = {Proceedings of the Second Workshop on Complex Data Challenges in Earth
Observation {(CDCEO} 2022) co-located with 31st International Joint
Conference on Artificial Intelligence and the 25th European Conference
on Artificial Intelligence {(IJCAI-ECAI} 2022), Vienna, Austria, July
25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3207},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3207},
urn = {urn:nbn:de:0074-3207-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdceo/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01340,
author = {Anthony Ortiz and
Dhaval Negandhi and
Sagar R. Mysorekar and
Joseph Kiesecker and
Shivaprakash K. Nagaraju and
Caleb Robinson and
Priyal Bhatia and
Aditi Khurana and
Jane Wang and
Felipe Oviedo and
Juan Lavista Ferres},
title = {An Artificial Intelligence Dataset for Solar Energy Locations in India},
journal = {CoRR},
volume = {abs/2202.01340},
year = {2022},
url = {https://arxiv.org/abs/2202.01340},
eprinttype = {arXiv},
eprint = {2202.01340},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-14000,
author = {Esther Rolf and
Nikolay Malkin and
Alexandros Graikos and
Ana Jojic and
Caleb Robinson and
Nebojsa Jojic},
title = {Resolving label uncertainty with implicit posterior models},
journal = {CoRR},
volume = {abs/2202.14000},
year = {2022},
url = {https://arxiv.org/abs/2202.14000},
eprinttype = {arXiv},
eprint = {2202.14000},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-14000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05377,
author = {Caleb Robinson and
Anthony Ortiz and
Hogeun Park and
Nancy Lozano{-}Gracia and
Jon Kher Kaw and
Tina Sederholm and
Rahul Dodhia and
Juan M. Lavista Ferres},
title = {Fast building segmentation from satellite imagery and few local labels},
journal = {CoRR},
volume = {abs/2206.05377},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05377},
doi = {10.48550/ARXIV.2206.05377},
eprinttype = {arXiv},
eprint = {2206.05377},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/RobinsonMJCQXSG21,
author = {Caleb Robinson and
Kolya Malkin and
Nebojsa Jojic and
Huijun Chen and
Rongjun Qin and
Changlin Xiao and
Michael Schmitt and
Pedram Ghamisi and
Ronny H{\"{a}}nsch and
Naoto Yokoya},
title = {Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020
{IEEE} {GRSS} Data Fusion Contest},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {3185--3199},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3063849},
doi = {10.1109/JSTARS.2021.3063849},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/RobinsonMJCQXSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/0001RYGKMNOOTTX21,
author = {Meghana Kshirsagar and
Caleb Robinson and
Siyu Yang and
Shahrzad Gholami and
Ivan S. Klyuzhin and
Sumit Mukherjee and
Md Nasir and
Anthony Ortiz and
Felipe Oviedo and
Darren Tanner and
Anusua Trivedi and
Yixi Xu and
Ming Zhong and
Bistra Dilkina and
Rahul Dodhia and
Juan M. Lavista Ferres},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Becoming Good at {AI} for Good},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {664--673},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462599},
doi = {10.1145/3461702.3462599},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/0001RYGKMNOOTTX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/RobinsonOFAH21,
author = {Caleb Robinson and
Anthony Ortiz and
Juan M. Lavista Ferres and
Brandon R. Anderson and
Daniel E. Ho},
title = {Temporal Cluster Matching for Change Detection of Structures from
Satellite Imagery},
booktitle = {{COMPASS} '21: {ACM} {SIGCAS} Conference on Computing and Sustainable
Societies, Virtual Event, Australia, 28 June 2021 - 2 July 2021},
pages = {138--146},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460112.3471952},
doi = {10.1145/3460112.3471952},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dev/RobinsonOFAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/goodit/RajotteMROWFN21,
author = {Jean{-}Fran{\c{c}}ois Rajotte and
Sumit Mukherjee and
Caleb Robinson and
Anthony Ortiz and
Christopher West and
Juan M. Lavista Ferres and
Raymond T. Ng},
editor = {Ombretta Gaggi and
Pietro Manzoni and
Claudio E. Palazzi},
title = {Reducing bias and increasing utility by federated generative modeling
of medical images using a centralized adversary},
booktitle = {GoodIT '21: Conference on Information Technology for Social Good,
Roma, Italy, September 9-11, 2021},
pages = {79--84},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3462203.3475875},
doi = {10.1145/3462203.3475875},
timestamp = {Sun, 22 Aug 2021 08:56:09 +0200},
biburl = {https://dblp.org/rec/conf/goodit/RajotteMROWFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/JojicMRO21,
author = {Nebojsa Jojic and
Nikolay Malkin and
Caleb Robinson and
Anthony Ortiz},
title = {From Local Algorithms to Global Results: Human-Machine Collaboration
for Robust Analysis of Geographically Diverse Imagery},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {270--273},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554869},
doi = {10.1109/IGARSS47720.2021.9554869},
timestamp = {Mon, 18 Oct 2021 10:57:39 +0200},
biburl = {https://dblp.org/rec/conf/igarss/JojicMRO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01154,
author = {Nikolay Malkin and
Caleb Robinson and
Nebojsa Jojic},
title = {High-resolution land cover change from low-resolution labels: Simple
baselines for the 2021 {IEEE} {GRSS} Data Fusion Contest},
journal = {CoRR},
volume = {abs/2101.01154},
year = {2021},
url = {https://arxiv.org/abs/2101.01154},
eprinttype = {arXiv},
eprint = {2101.01154},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07235,
author = {Jean{-}Fran{\c{c}}ois Rajotte and
Sumit Mukherjee and
Caleb Robinson and
Anthony Ortiz and
Christopher West and
Juan Lavista Ferres and
Raymond T. Ng},
title = {Reducing bias and increasing utility by federated generative modeling
of medical images using a centralized adversary},
journal = {CoRR},
volume = {abs/2101.07235},
year = {2021},
url = {https://arxiv.org/abs/2101.07235},
eprinttype = {arXiv},
eprint = {2101.07235},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09787,
author = {Caleb Robinson and
Anthony Ortiz and
Juan M. Lavista Ferres and
Brandon R. Anderson and
Daniel E. Ho},
title = {Temporal Cluster Matching for Change Detection of Structures from
Satellite Imagery},
journal = {CoRR},
volume = {abs/2103.09787},
year = {2021},
url = {https://arxiv.org/abs/2103.09787},
eprinttype = {arXiv},
eprint = {2103.09787},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11757,
author = {Meghana Kshirsagar and
Caleb Robinson and
Siyu Yang and
Shahrzad Gholami and
Ivan S. Klyuzhin and
Sumit Mukherjee and
Md Nasir and
Anthony Ortiz and
Felipe Oviedo and
Darren Tanner and
Anusua Trivedi and
Yixi Xu and
Ming Zhong and
Bistra Dilkina and
Rahul Dodhia and
Juan M. Lavista Ferres},
title = {Becoming Good at {AI} for Good},
journal = {CoRR},
volume = {abs/2104.11757},
year = {2021},
url = {https://arxiv.org/abs/2104.11757},
eprinttype = {arXiv},
eprint = {2104.11757},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15448,
author = {Caleb Robinson and
Anthony Ortiz and
Lacey Hughey and
Jared A. Stabach and
Juan M. Lavista Ferres},
title = {Detecting Cattle and Elk in the Wild from Space},
journal = {CoRR},
volume = {abs/2106.15448},
year = {2021},
url = {https://arxiv.org/abs/2106.15448},
eprinttype = {arXiv},
eprint = {2106.15448},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08872,
author = {Adam J. Stewart and
Caleb Robinson and
Isaac A. Corley and
Anthony Ortiz and
Juan M. Lavista Ferres and
Arindam Banerjee},
title = {TorchGeo: deep learning with geospatial data},
journal = {CoRR},
volume = {abs/2111.08872},
year = {2021},
url = {https://arxiv.org/abs/2111.08872},
eprinttype = {arXiv},
eprint = {2111.08872},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10988,
author = {Caleb Robinson and
Ben Chugg and
Brandon R. Anderson and
Juan M. Lavista Ferres and
Daniel E. Ho},
title = {Mapping industrial poultry operations at scale with deep learning
and aerial imagery},
journal = {CoRR},
volume = {abs/2112.10988},
year = {2021},
url = {https://arxiv.org/abs/2112.10988},
eprinttype = {arXiv},
eprint = {2112.10988},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Robinson20,
author = {David Caleb Robinson},
title = {Large scale machine learning for geospatial problems in computational
sustainability},
school = {Georgia Institute of Technology, Atlanta, GA, {USA}},
year = {2020},
url = {https://hdl.handle.net/1853/63583},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Robinson20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/HohmanPRC20,
author = {Fred Hohman and
Haekyu Park and
Caleb Robinson and
Duen Horng (Polo) Chau},
title = {Summit: Scaling Deep Learning Interpretability by Visualizing Activation
and Attribution Summarizations},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {26},
number = {1},
pages = {1096--1106},
year = {2020},
url = {https://doi.org/10.1109/TVCG.2019.2934659},
doi = {10.1109/TVCG.2019.2934659},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/HohmanPRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RobinsonOMEPMDJ20,
author = {Caleb Robinson and
Anthony Ortiz and
Kolya Malkin and
Blake Elias and
Andi Peng and
Dan Morris and
Bistra Dilkina and
Nebojsa Jojic},
title = {Human-Machine Collaboration for Fast Land Cover Mapping},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {2509--2517},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i03.5633},
doi = {10.1609/AAAI.V34I03.5633},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RobinsonOMEPMDJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/OrtizRMFKHJ20,
author = {Anthony Ortiz and
Caleb Robinson and
Dan Morris and
Olac Fuentes and
Christopher Kiekintveld and
Md Mahmudulla Hassan and
Nebojsa Jojic},
title = {Local Context Normalization: Revisiting Local Normalization},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {11273--11282},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Ortiz\_Local\_Context\_Normalization\_Revisiting\_Local\_Normalization\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01129},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/OrtizRMFKHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/RobinsonMHDJ20,
author = {Caleb Robinson and
Kolya Malkin and
Lucas Hu and
Bistra Dilkina and
Nebojsa Jojic},
title = {Weakly Supervised Semantic Segmentation in the 2020 {IEEE} {GRSS}
Data Fusion Contest},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {7046--7049},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9547211},
doi = {10.1109/IGARSS39084.2020.9547211},
timestamp = {Sun, 03 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/RobinsonMHDJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11498,
author = {Kolya Malkin and
Anthony Ortiz and
Caleb Robinson and
Nebojsa Jojic},
title = {Mining self-similarity: Label super-resolution with epitomic representations},
journal = {CoRR},
volume = {abs/2004.11498},
year = {2020},
url = {https://arxiv.org/abs/2004.11498},
eprinttype = {arXiv},
eprint = {2004.11498},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-10351,
author = {Lucas Hu and
Caleb Robinson and
Bistra Dilkina},
title = {Model Generalization in Deep Learning Applications for Land Cover
Mapping},
journal = {CoRR},
volume = {abs/2008.10351},
year = {2020},
url = {https://arxiv.org/abs/2008.10351},
eprinttype = {arXiv},
eprint = {2008.10351},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-10351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/PanKMRTMK19,
author = {Caleb G. Pan and
John S. Kimball and
Munkhdavaa Munkhjargal and
Nathaniel P. Robinson and
Erik Tijdeman and
Lucas Menzel and
Peter Kirchner},
title = {Role of Surface Melt and Icing Events in Livestock Mortality across
Mongolia's Semi-Arid Landscape},
journal = {Remote. Sens.},
volume = {11},
number = {20},
pages = {2392},
year = {2019},
url = {https://doi.org/10.3390/rs11202392},
doi = {10.3390/RS11202392},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/PanKMRTMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RobinsonHMSCDJ19,
author = {Caleb Robinson and
Le Hou and
Kolya Malkin and
Rachel Soobitsky and
Jacob Czawlytko and
Bistra Dilkina and
Nebojsa Jojic},
title = {Large Scale High-Resolution Land Cover Mapping With Multi-Resolution
Data},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {12726--12735},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Robinson\_Large\_Scale\_High-Resolution\_Land\_Cover\_Mapping\_With\_Multi-Resolution\_Data\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01301},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RobinsonHMSCDJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MalkinRHSCSSJJ19,
author = {Kolya Malkin and
Caleb Robinson and
Le Hou and
Rachel Soobitsky and
Jacob Czawlytko and
Dimitris Samaras and
Joel H. Saltz and
Lucas Joppa and
Nebojsa Jojic},
title = {Label super-resolution networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rkxwShA9Ym},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MalkinRHSCSSJJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02323,
author = {Fred Hohman and
Haekyu Park and
Caleb Robinson and
Duen Horng Chau},
title = {Summit: Scaling Deep Learning Interpretability by Visualizing Activation
and Attribution Summarizations},
journal = {CoRR},
volume = {abs/1904.02323},
year = {2019},
url = {http://arxiv.org/abs/1904.02323},
eprinttype = {arXiv},
eprint = {1904.02323},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10160,
author = {Caleb Robinson and
Bistra Dilkina and
Juan Moreno{-}Cruz},
title = {Migration patterns under different scenarios of sea level rise},
journal = {CoRR},
volume = {abs/1904.10160},
year = {2019},
url = {http://arxiv.org/abs/1904.10160},
eprinttype = {arXiv},
eprint = {1904.10160},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04176,
author = {Caleb Robinson and
Anthony Ortiz and
Kolya Malkin and
Blake Elias and
Andi Peng and
Dan Morris and
Bistra Dilkina and
Nebojsa Jojic},
title = {Human-Machine Collaboration for Fast Land Cover Mapping},
journal = {CoRR},
volume = {abs/1906.04176},
year = {2019},
url = {http://arxiv.org/abs/1906.04176},
eprinttype = {arXiv},
eprint = {1906.04176},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05845,
author = {Anthony Ortiz and
Caleb Robinson and
Dan Morris and
Olac Fuentes and
Christopher Kiekintveld and
Mahmudulla Hassan and
Nebojsa Jojic},
title = {Local Context Normalization: Revisiting Local Normalization},
journal = {CoRR},
volume = {abs/1912.05845},
year = {2019},
url = {http://arxiv.org/abs/1912.05845},
eprinttype = {arXiv},
eprint = {1912.05845},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/GuptaRD18,
author = {Amrita Gupta and
Caleb Robinson and
Bistra Dilkina},
editor = {Ellen W. Zegura},
title = {Infrastructure Resilience for Climate Adaptation},
booktitle = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
USA, June 20-22, 2018},
pages = {28:1--28:8},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209811.3209859},
doi = {10.1145/3209811.3209859},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dev/GuptaRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/RobinsonD18,
author = {Caleb Robinson and
Bistra Dilkina},
editor = {Ellen W. Zegura},
title = {A Machine Learning Approach to Modeling Human Migration},
booktitle = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
USA, June 20-22, 2018},
pages = {30:1--30:8},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209811.3209868},
doi = {10.1145/3209811.3209868},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dev/RobinsonD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/JuneauDRK18,
author = {Jill Juneau and
Guillaume Duret and
Jacob T. Robinson and
Caleb Kemere},
title = {Enhanced Image Sensor Module for Head-Mounted Microscopes\({}^{\mbox{*}}\)},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {826--829},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512387},
doi = {10.1109/EMBC.2018.8512387},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/JuneauDRK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/springsim/RobinsonCLF18,
author = {Caleb Robinson and
John Crittenden and
Zhongming Lu and
Richard Fujimoto},
editor = {Erika Frydenlund and
Shafagh Jafer and
Hamdi Kavak},
title = {Toward a common object model for integrated transportation and land
use models},
booktitle = {Proceedings of the Annual Simulation Symposium, SpringSim {(ANSS)}
2018, Baltimore, MD, USA, April 15-18, 2018},
pages = {5:1--5:12},
publisher = {{ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3213037},
timestamp = {Tue, 22 May 2018 08:07:22 +0200},
biburl = {https://dblp.org/rec/conf/springsim/RobinsonCLF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/RobinsonHD17,
author = {Caleb Robinson and
Fred Hohman and
Bistra Dilkina},
title = {A Deep Learning Approach for Population Estimation from Satellite
Imagery},
booktitle = {Proceedings of the 1st {ACM} {SIGSPATIAL} Workshop on Geospatial Humanities,
GeoHumanities@SIGSPATIAL 2017, Redondo Beach, CA, USA, November 7-10,
2017},
pages = {47--54},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149858.3149863},
doi = {10.1145/3149858.3149863},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/RobinsonHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09086,
author = {Caleb Robinson and
Fred Hohman and
Bistra Dilkina},
title = {A Deep Learning Approach for Population Estimation from Satellite
Imagery},
journal = {CoRR},
volume = {abs/1708.09086},
year = {2017},
url = {http://arxiv.org/abs/1708.09086},
eprinttype = {arXiv},
eprint = {1708.09086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-09086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05462,
author = {Caleb Robinson and
Bistra Dilkina},
title = {A Machine Learning Approach to Modeling Human Migration},
journal = {CoRR},
volume = {abs/1711.05462},
year = {2017},
url = {http://arxiv.org/abs/1711.05462},
eprinttype = {arXiv},
eprint = {1711.05462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/RobinsonSLD16,
author = {Caleb Robinson and
Arezoo Shirazi and
Mengmeng Liu and
Bistra Dilkina},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Network optimization of food flows in the {U.S}},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {2190--2198},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840849},
doi = {10.1109/BIGDATA.2016.7840849},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/RobinsonSLD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMse/RobinsonX14,
author = {David Caleb Robinson and
Jianxia Xue},
editor = {Kenneth E. Hoganson and
Jing (Selena) He},
title = {Sparse local binary pattern histograms for face recognition with limited
training samples},
booktitle = {Proceedings of the 2014 {ACM} Southeast Regional Conference, Kennesaw,
GA, USA, March 28 - 29, 2014},
pages = {8:1--8:6},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2638404.2638467},
doi = {10.1145/2638404.2638467},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/ACMse/RobinsonX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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