| 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 | 1399 | 2018 |
| Recognition in Terra Incognita S Beery, G Van Horn, P Perona European Conference on Computer Vision (ECCV), 2018 | 1051 | 2018 |
| 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 | 846 | 2018 |
| 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 | 713 | 2015 |
| Bird species categorization using pose normalized deep convolutional nets S Branson, G Van Horn, S Belongie, P Perona BMVC 2014, 2014 | 672 | 2014 |
| 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), 792, 2022 | 532 | 2022 |
| The devil is in the tails: Fine-grained classification in the wild G Van Horn, P Perona arXiv preprint arXiv:1709.01450, 2017 | 254 | 2017 |
| 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 | 183 | 2021 |
| 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 | 123 | 2014 |
| 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 | 106 | 2014 |
| 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 | 63 | 2014 |
| Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, and Serge Belongie. 2018. The inaturalist species classification and detection dataset G Van Horn Proceedings of the IEEE conference on computer vision and pattern …, 0 | 61 | |
| 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 | 57 | 2017 |
| The iwildcam 2018 challenge dataset S Beery, G Van Horn, O Mac Aodha, P Perona arXiv preprint arXiv:1904.05986, 2019 | 45 | 2019 |
| 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 | 38 | 2023 |
| 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 | 32 | 2022 |
| The inaturalist challenge 2017 dataset GV Horn, O Mac Aodha, Y Song, A Shepard, H Adam, P Perona, ... arXiv preprint arXiv:1707.06642 20, 2017 | 32 | 2017 |
| 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 | 32 | 2015 |
| 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 | 23 | 2018 |
| Improved zero-shot classification by adapting vlms with text descriptions O Saha, G Van Horn, S Maji Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2024 | 21 | 2024 |
Pietro PeronaCalifornia Institute of TechnologyVerified email at caltech.edu
