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active learning 1image classification 1ranking 1retrieval 1single-class discovery 1

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  • Brian Goodwin1 · h 0
  • Reihaneh Rostami1 · h 5
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cs.CV2026

FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery

Reihaneh Rostami, Brian Goodwin

FunnelAL is an active learning system that first retrieves candidate images using embeddings and then ranks them to efficiently discover a single target class while minimizing anno…

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