PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
deep-learning
artificial-neural-networks
replay
incremental-learning
variational-autoencoder
generative-models
lifelong-learning
distillation
continual-learning
elastic-weight-consolidation
replay-through-feedback
icarl
gradient-episodic-memory
class-incremental-learning
task-incremental-learning
domain-incremental-learning
-
Updated
Mar 21, 2024 - Jupyter Notebook