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Grant Van Horn
Grant Van Horn
Verified email at umass.edu - Homepage
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Cited by
Cited by
Year
The iNaturalist Species Classification and Detection Dataset
G Van Horn, O Mac Aodha, Y Song, Y Cui, C Sun, A Shepard, H Adam, ...
Computer Vision and Pattern Recognition (CVPR), 8769-8778, 2018
10792018
Recognition in Terra Incognita
S Beery, G Van Horn, P Perona
European Conference on Computer Vision (ECCV), 2018
8392018
Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, and Serge Belongie. The inaturalist species classification and detection dataset
G Van Horn
Proceedings of the IEEE conference on computer vision and pattern …, 2018
6892018
Bird species categorization using pose normalized deep convolutional nets
S Branson, G Van Horn, S Belongie, P Perona
BMVC 2014, 2014
6272014
Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection
G Van Horn, S Branson, R Farrell, S Haber, J Barry, P Ipeirotis, P Perona, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
5822015
Perspectives in machine learning for wildlife conservation
D Tuia, B Kellenberger, S Beery, BR Costelloe, S Zuffi, B Risse, A Mathis, ...
Nature communications 13 (1), 1-15, 2022
3392022
The devil is in the tails: Fine-grained classification in the wild
G Van Horn, P Perona
arXiv preprint arXiv:1709.01450, 2017
2142017
Benchmarking representation learning for natural world image collections
G Van Horn, E Cole, S Beery, K Wilber, S Belongie, O Mac Aodha
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1382021
Similarity comparisons for interactive fine-grained categorization
C Wah, G Van Horn, S Branson, S Maji, P Perona, S Belongie
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
1232014
The ignorant led by the blind: A hybrid human–machine vision system for fine-grained categorization
S Branson, G Van Horn, C Wah, P Perona, S Belongie
International Journal of Computer Vision 108, 3-29, 2014
1062014
Improved bird species recognition using pose normalized deep convolutional nets
S Branson, G Van Horn, P Perona, S Belongie
Proceedings of the British Machine Vision Conference 2014, 2014
612014
Lean crowdsourcing: Combining humans and machines in an online system
S Branson, G Van Horn, P Perona
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
562017
The iwildcam 2018 challenge dataset
S Beery, G Van Horn, O Mac Aodha, P Perona
arXiv preprint arXiv:1904.05986, 2019
372019
Tropel: Crowdsourcing detectors with minimal training
G Patterson, G Van Horn, S Belongie, P Perona, J Hays
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 3 …, 2015
322015
The inaturalist challenge 2017 dataset
GV Horn, OM Aodha, Y Song, A Shepard, H Adam, P Perona, S Belongie
arXiv preprint arXiv:1707.06642 20, 2017
302017
Lean multiclass crowdsourcing
G Van Horn, S Branson, S Loarie, S Belongie, P Perona
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
232018
The Caltech Fish Counting dataset: a benchmark for multiple-object tracking and counting
J Kay, P Kulits, S Stathatos, S Deng, E Young, S Beery, G Van Horn, ...
European Conference on Computer Vision, 290-311, 2022
162022
Exploring fine-grained audiovisual categorization with the ssw60 dataset
G Van Horn, R Qian, K Wilber, H Adam, O Mac Aodha, S Belongie
European Conference on Computer Vision, 271-289, 2022
102022
Spatial implicit neural representations for global-scale species mapping
E Cole, G Van Horn, C Lange, A Shepard, P Leary, P Perona, S Loarie, ...
International conference on machine learning, 6320-6342, 2023
92023
The inaturalist species classification and detection dataset-supplementary material
G Van Horn, O Mac Aodha, Y Song, Y Cui, C Sun, A Shepard, H Adam, ...
Reptilia 32 (400), 1-3, 2017
92017
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