"A detector can identify unfamiliar examples as unknown without immediately being able to name their categories."
Joseph and colleagues developed an open-world object detection framework in which previously unseen objects can be identified as unknown and subsequently learned when category labels become available. This supports the manuscript's distinction between noticing that something falls outside a recognized category and knowing what that unfamiliar thing actually is.
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