Baidu Tech Salon
Apr 7, 2023 · Artificial Intelligence
Ambiguity-Resistant Semi-supervised Learning (ARSL) for Single-stage Object Detection
ARSL, an ambiguity‑resistant semi‑supervised learning framework for single‑stage object detection, introduces Joint‑Confidence Estimation and Task‑Separation Assignment to resolve selection and assignment ambiguities in pseudo‑labels, thereby markedly improving pseudo‑label quality and achieving state‑of‑the‑art AP gains on COCO benchmarks.
ARSLObject DetectionSemi-supervised Learning
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