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洞見 - Local Dimensionality Regularization in SSL
LDREG: Local Dimensionality Regularized Self-Supervised Learning at ICLR 2024
Self-supervised learning representations can suffer from dimensional collapse, but LDReg improves representation quality by regularizing local intrinsic dimensionality.
LDReg: Local Dimensionality Regularized Self-Supervised Learning at ICLR 2024
Regularizing local intrinsic dimensionality improves SSL representation quality.