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Research map / Detection and segmentation / Weakly supervised detection and segmentation

Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection

CVPR 2023 · Detection and segmentation › Weakly supervised detection and segmentation · approach: Pseudo-labeling for semi-supervised detection · 119 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Use Consistent-Teacher to align classification and regressionMean Teacher RetinaNet · COCO 10% val2017LR standard error: 0.109 -> 0.080Helped

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