Fine-Grained Image Analysis With Deep Learning: A Survey
Wei, Xiu-Shen, Song, Yi-Zhe, Aodha, Oisin Mac, Wu, Jianxin, Peng, Yuxin, Tang, Jinhui, Yang, Jian, Belongie, Serge
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2022)
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Journal Article
Presence-Only Geographical Priors for Fine-Grained Image Classification
Aodha, Oisin Mac, Cole, Elijah, Perona, Pietro
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
The iNaturalist Species Classification and Detection Dataset
Van Horn, Grant, Mac Aodha, Oisin, Song, Yang, Cui, Yin, Sun, Chen, Shepard, Alex, Adam, Hartwig, Perona, Pietro, Belongie, Serge
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Accuracy and data efficiency in deep learning models of protein expression
Nikolados, Evangelos-Marios, Wongprommoon, Arin, Aodha, Oisin Mac, Cambray, Guillaume, Oyarzún, Diego A
Published in Nature communications (15.12.2022)
Published in Nature communications (15.12.2022)
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Journal Article
Heightfields for Efficient Scene Reconstruction for AR
Watson, Jamie, Vicente, Sara, Aodha, Oisin Mac, Godard, Clement, Brostow, Gabriel, Firman, Michael
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
Virtual Occlusions Through Implicit Depth
Watson, Jamie, Sayed, Mohamed, Qureshi, Zawar, Brostow, Gabriel J., Vicente, Sara, Aodha, Oisin Mac, Firman, Michael
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Digging Into Self-Supervised Monocular Depth Estimation
Godard, Clement, Aodha, Oisin Mac, Firman, Michael, Brostow, Gabriel
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth
Watson, Jamie, Mac Aodha, Oisin, Prisacariu, Victor, Brostow, Gabriel, Firman, Michael
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring
Pantazis, Omiros, Brostow, Gabriel J., Jones, Kate E., Aodha, Oisin Mac
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
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Conference Proceeding
Multi-Label Learning from Single Positive Labels
Cole, Elijah, Aodha, Oisin Mac, Lorieul, Titouan, Perona, Pietro, Morris, Dan, Jojic, Nebojsa
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
When Does Contrastive Visual Representation Learning Work?
Cole, Elijah, Yang, Xuan, Wilber, Kimberly, Aodha, Oisin Mac, Belongie, Serge
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Structured Prediction of Unobserved Voxels from a Single Depth Image
Firman, Michael, Mac Aodha, Oisin, Julier, Simon, Brostow, Gabriel J.
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
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Conference Proceeding
Teaching Categories to Human Learners with Visual Explanations
Aodha, Oisin Mac, Su, Shihan, Chen, Yuxin, Perona, Pietro, Yue, Yisong
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Learning a Confidence Measure for Optical Flow
Mac Aodha, Oisin, Humayun, A., Pollefeys, M., Brostow, G. J.
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2013)
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Journal Article
Bat detective-Deep learning tools for bat acoustic signal detection
Mac Aodha, Oisin, Gibb, Rory, Barlow, Kate E, Browning, Ella, Firman, Michael, Freeman, Robin, Harder, Briana, Kinsey, Libby, Mead, Gary R, Newson, Stuart E, Pandourski, Ivan, Parsons, Stuart, Russ, Jon, Szodoray-Paradi, Abigel, Szodoray-Paradi, Farkas, Tilova, Elena, Girolami, Mark, Brostow, Gabriel, Jones, Kate E
Published in PLoS computational biology (01.03.2018)
Published in PLoS computational biology (01.03.2018)
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Journal Article
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation
Mariotti, Octave, Aodha, Oisin Mac, Bilen, Hakan
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Becoming the expert - interactive multi-class machine teaching
Johns, Edward, Mac Aodha, Oisin, Brostow, Gabriel J.
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
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Conference Proceeding
Hierarchical Subquery Evaluation for Active Learning on a Graph
Mac Aodha, Oisin, Campbell, Neill D. F., Kautz, Jan, Brostow, Gabriel J.
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding