IEEE transactions on pattern analysis and machine intelligence
Fixing Background Misclassification in Few-Shot Object Detection via Product of Experts.
Ding Sheng Ong, Yi Liu, Changjing Shang, Guiguang Ding, Qiang Shen, Jungong Han
Published: 202610.1109/TPAMI.2025.3622983
Abstract
Few-shot object detection (FSOD) poses a significant challenge due to the difficulty of learning robust and discriminative object representations under limited supervision. A widely adopted solution is the two-stage fine-tuning framework, wherein kno…
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