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JEPA Learns What the Mask Leaves Unrecoverable

Xie, Peng et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Joint-embedding predictive architectures are unusually sensitive to how the input is masked: block masks work, scattered masks do not, and the explanations are empirical. We give a measurement account. A mask is a linear measurement, and in a compactly supported wavelet basis every atom whose suppor
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