Class Incremental Learning

Created on March 23, 2025

2025

Class Incremental Learning (online)

  • DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning
    • Neural Collapse (NC) theory: 在训练过程中，神经网络的内部表示向某种“简化”的几何结构收敛，这种结构具有对称性和高效性。这个现象有时被称为“神经崩塌”. simplex equiangular tight frame (ETF)


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