Seuraa
Grant Van Horn
Grant Van Horn
Vahvistettu sähköpostiosoite verkkotunnuksessa umass.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
10372018
Recognition in Terra Incognita
S Beery, G Van Horn, P Perona
European Conference on Computer Vision (ECCV), 2018
8042018
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
6722018
Bird species categorization using pose normalized deep convolutional nets
S Branson, G Van Horn, S Belongie, P Perona
BMVC 2014, 2014
6232014
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
5582015
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
3272022
The devil is in the tails: Fine-grained classification in the wild
G Van Horn, P Perona
arXiv preprint arXiv:1709.01450, 2017
2112017
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
1262021
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
602014
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
292017
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
132022
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
Bootstrapping fine-grained classifiers: Active learning with a crowd in the loop
G Patterson, GV Horn, S Belongie, P Perona, J Hays
Proceedings Neural Information Processing Systems (NIPS) 2013 Crowd Workshops, 2013
92013
Training machines to identify species using GBIF-mediated datasets
T Robertson, S Belongie, A Hartwig, C Kaeser-Chen, C Zhang, KC Tan, ...
Biodiversity Information Science and Standards, 2019
82019
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