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covariance regularization

4 papers

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Co-occurring keywords · papers mentioning both

representation learning (2) feature compactness (1) deep network representation (1) prototype-based approach (1) high dimension low sample size (1) shrunken covariance (1) class-wise regularizer (1) covariance regularizer (1) neural network (1) feature independence (1)

Papers

Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning ICLR 2022 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 De-biasing Covariance-Regularized Discriminant Analysis IJCAI 2018