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When Does Contrastive Visual Representation Learning Work?


May 12, 2021
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie


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The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth


Apr 29, 2021
Jamie Watson, Oisin Mac Aodha, Victor Prisacariu, Gabriel Brostow, Michael Firman

* CVPR 2021 

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Benchmarking Representation Learning for Natural World Image Collections


Mar 30, 2021
Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha

* CVPR 2021 

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Learning Stereo from Single Images


Aug 20, 2020
Jamie Watson, Oisin Mac Aodha, Daniyar Turmukhambetov, Gabriel J. Brostow, Michael Firman

* Accepted as an oral presentation at ECCV 2020 

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Geocoding of trees from street addresses and street-level images


Feb 05, 2020
Daniel Laumer, Nico Lang, Natalie van Doorn, Oisin Mac Aodha, Pietro Perona, Jan Dirk Wegner

* Accepted for publication in ISPRS Journal of Photogrammetry and Remote Sensing 

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Presence-Only Geographical Priors for Fine-Grained Image Classification


Jun 12, 2019
Oisin Mac Aodha, Elijah Cole, Pietro Perona


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The iWildCam 2018 Challenge Dataset


Apr 24, 2019
Sara Beery, Grant van Horn, Oisin Mac Aodha, Pietro Perona

* Challenge hosted at the fifth Fine-Grained Visual Categorization Workshop (FGVC5) at CVPR 2018 

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Teaching Multiple Concepts to a Forgetful Learner


Oct 09, 2018
Anette Hunziker, Yuxin Chen, Oisin Mac Aodha, Manuel Gomez Rodriguez, Andreas Krause, Pietro Perona, Yisong Yue, Adish Singla


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It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data


Jul 28, 2018
Matteo Ruggero Ronchi, Oisin Mac Aodha, Robert Eng, Pietro Perona

* BMVC 2018. Project page available at http://www.vision.caltech.edu/~mronchi/projects/RelativePose 

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Digging Into Self-Supervised Monocular Depth Estimation


Jun 05, 2018
Clément Godard, Oisin Mac Aodha, Gabriel Brostow


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Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners


May 21, 2018
Yuxin Chen, Adish Singla, Oisin Mac Aodha, Pietro Perona, Yisong Yue


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The iNaturalist Species Classification and Detection Dataset


Apr 10, 2018
Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, Serge Belongie

* CVPR 2018 

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Context Embedding Networks


Mar 29, 2018
Kun Ho Kim, Oisin Mac Aodha, Pietro Perona

* CVPR 2018 spotlight 

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Teaching Categories to Human Learners with Visual Explanations


Feb 20, 2018
Oisin Mac Aodha, Shihan Su, Yuxin Chen, Pietro Perona, Yisong Yue


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Unsupervised Monocular Depth Estimation with Left-Right Consistency


Apr 12, 2017
Clément Godard, Oisin Mac Aodha, Gabriel J. Brostow

* CVPR 2017 oral 

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Hierarchical Subquery Evaluation for Active Learning on a Graph


Apr 30, 2015
Oisin Mac Aodha, Neill D. F. Campbell, Jan Kautz, Gabriel J. Brostow

* CVPR 2014 

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Becoming the Expert - Interactive Multi-Class Machine Teaching


Apr 28, 2015
Edward Johns, Oisin Mac Aodha, Gabriel J. Brostow

* CVPR 2015 

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