SemiOccam puts a Gaussian-mixture classifier on frozen DINO features and claims state-of-the-art few-label accuracy, but the comparisons are not apples to apples.
Performance of gaussian mixture model classifiers on embedded feature spaces, 2024
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SemiOccam: A Robust Semi-Supervised Image Recognition Network Using Sparse Labels
SemiOccam puts a Gaussian-mixture classifier on frozen DINO features and claims state-of-the-art few-label accuracy, but the comparisons are not apples to apples.