Department of Computer Science, New Jersey Institute of Technology, USA; School of Computing and Information Systems, The University of Melbourne, Australia; Department of Mathematics and Computer Science, University of Southern Denmark, Denmark; School of Computer Science, Fudan University, China
Hanxun Huang, Ricardo Campello, Sarah Erfani, Xingjun Ma, Michael E. Houle, James Bailey
Self-supervised learning;Local Intrinsic Dimensionality;Dimension Collapse;Contrastive Learning
LDReg: Local Dimensionality Regularized Self-Supervised Learning