897 citations · 2.1k across the 32 of their papers we have counts for
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cs.CV2022★ 4 cited
Oracle Analysis of Representations for Deep Open Set Detection
Risheek Garrepalli
The problem of detecting a novel class at run time is known as Open Set Detection & is important for various real-world applications like medical application, autonomous driving, e…
cs.CV2022★ 36 cited
The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
Thomas G. Dietterich, Alexander Guyer
In many object recognition applications, the set of possible categories is an open set, and the deployed recognition system will encounter novel objects belonging to categories uns…