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Pietro Perona

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HMM-guided frame querying for bandwidth-constrained video search

Dec 31, 2019
Bhairav Chidambaram, Mason McGill, Pietro Perona

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PanDA: Panoptic Data Augmentation

Nov 27, 2019
Yang Liu, Pietro Perona, Markus Meister

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From Google Maps to a Fine-Grained Catalog of Street trees

Oct 07, 2019
Steve Branson, Jan Dirk Wegner, David Hall, Nico Lang, Konrad Schindler, Pietro Perona

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Anchor Loss: Modulating Loss Scale based on Prediction Difficulty

Sep 24, 2019
Serim Ryou, Seong-Gyun Jeong, Pietro Perona

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The iWildCam 2019 Challenge Dataset

Jul 15, 2019
Sara Beery, Dan Morris, Pietro Perona

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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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Synthetic Examples Improve Generalization for Rare Classes

May 14, 2019
Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona

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The iWildCam 2018 Challenge Dataset

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

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