24 citations · 54 across the 4 of their papers we have counts for
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cs.CV2020★ 19 cited
Automatic Open-World Reliability Assessment
Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Raj Dhamija +3
Image classification in the open-world must handle out-of-distribution (OOD) images. Systems should ideally reject OOD images, or they will map atop of known classes and reduce rel…
cs.CV2020★ 24 cited
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels
Mohsen Jafarzadeh, Akshay Raj Dhamija, Steve Cruz +3
In open-world learning, an agent starts with a set of known classes, detects, and manages things that it does not know, and learns them over time from a non-stationary stream of da…