PALM fits a four-parameter saturation curve to early active learning accuracy data and extrapolates it to predict the full learning trajectory.
A simple framework for contrastive learning of visual representations
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To Label or Not to Label: PALM -- A Predictive Model for Evaluating Sample Efficiency in Active Learning Models
PALM fits a four-parameter saturation curve to early active learning accuracy data and extrapolates it to predict the full learning trajectory.