733 citations · 1.4k across the 13 of their papers we have counts for
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cs.CV2017★ 136 cited
The Devil is in the Tails: Fine-grained Classification in the Wild
Grant Van Horn, Pietro Perona
The world is long-tailed. What does this mean for computer vision and visual recognition? The main two implications are (1) the number of categories we need to consider in applicat…
cs.CV2017★ 16 cited
The iNaturalist Species Classification and Detection Dataset
Grant Van Horn, Oisin Mac Aodha, Yang Song +6
Existing image classification datasets used in computer vision tend to have a uniform distribution of images across object categories. In contrast, the natural world is heavily imb…