RESQUE is a single index, computed from representation angles or cluster-label agreement, that correlates with measured retraining cost, energy, and carbon emissions across several vision models and datasets.
C.; Soatto, S.; and Perona, P
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RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability
RESQUE is a single index, computed from representation angles or cluster-label agreement, that correlates with measured retraining cost, energy, and carbon emissions across several vision models and datasets.