LCD: Logits-with-Correlation-Based Distillation for Class Incremental Learning with Few Initial Classes
This is the implementation of our LCD methd (Logits-with-Correlation-Based Distillation for Class Incremental Learning with Few Initial Classes). (This repository is building....)
- PyTorch 1.12.0
Four natural image datasets (including CIFAR10, EMNIST-Balanced, CIFAR100, and ImageNet100) and four medical image datasets (including COVID19, Medical MNIST, HAM10000, and PBC) are used for comparison.