Continuing SSL pre-training for ten epochs with a criterion that maximizes one-dimensional marginal entropies and minimizes pairwise covariances improves downstream ImageNet classification, especially with few labels.
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Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization
Continuing SSL pre-training for ten epochs with a criterion that maximizes one-dimensional marginal entropies and minimizes pairwise covariances improves downstream ImageNet classification, especially with few labels.