Generative Verification: Rethinking the Uncertainty Signal for Active Learning of Object Detection
cs.CV
Submitted: 2026-07-28
Updated: 2026-07-28
Terminology
Sources
- DeLR: Active Learning for Detection with Decoupled Localization and Recognition Query
- Performance-guided Reinforced Active Learning for Object Detection
- Active Learning for Deep Object Detection
- ALBench: A Framework for Evaluating Active Learning in Object Detection
- Active Learning for Object Detection with Non-Redundant Informative Sampling
- Portable Active Learning for Object Detection
- Active-SAOOD: Active Sparsely Annotated Oriented Object Detection in Remote Sensing Images
- Streamlining the Development of Active Learning Methods in Real-World Object Detection
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