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Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning vs SimMatchV2: Semi-Supervised Learning with Graph Consistency
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Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning
To mitigate potentially incorrect pseudo labels, recent frameworks mostly set a fixed confidence threshold to discard uncertain samples.
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SimMatchV2: Semi-Supervised Learning with Graph Consistency
Semi-Supervised image classification is one of the most fundamental problem in computer vision, which significantly reduces the need for human labor.
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