Relating Regularization and Generalization through the Intrinsic Dimension of Activations

23 November 2022

Papers citing "Relating Regularization and Generalization through the Intrinsic Dimension of Activations"

5 / 5 papers shown

Title
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations Lorenzo Basile Santiago Acevedo Luca Bortolussi Fabio Anselmi Alex Rodriguez 50 4 0 22 Jun 2024
Why neural networks find simple solutions: the many regularizers of geometric complexity Benoit Dherin Michael Munn M. Rosca David Barrett 57 31 0 27 Sep 2022
Tangent Space and Dimension Estimation with the Wasserstein Distance Uzu Lim Harald Oberhauser Vidit Nanda 44 8 0 12 Oct 2021
The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions Vanessa D’Amario S. Srivastava Tomotake Sasaki Xavier Boix AAML 26 2 0 13 Jul 2021
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 197 262 0 18 Apr 2021