CO-SSL, which aligns pre-pooling local representations with the global image embedding, reaches 71.5% ImageNet-1K top-1 at 100 epochs and improves robustness over BYOL.
Does the brain's ventral visual pathway compute object shape? Trends in Cognitive Sciences, 26 0 (12): 0 1119--1132, 2022
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Seeing the Whole in the Parts in Self-Supervised Representation Learning
CO-SSL, which aligns pre-pooling local representations with the global image embedding, reaches 71.5% ImageNet-1K top-1 at 100 epochs and improves robustness over BYOL.