A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
deep-learning
artificial-neural-networks
replay
incremental-learning
variational-autoencoder
lifelong-learning
distillation
brain-inspired
continual-learning
elastic-weight-consolidation
replay-through-feedback
split-mnist
generative-replay
permuted-mnist
split-cifar100
internal-replay
synaptic-intelligence
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Updated
Jul 6, 2023 - Python