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GitHub topics: split-cifar100

Freya135/Optimizing-Catastrophic-Forgetting

This project investigates various continual learning methods to mitigate catastrophic forgetting

Language: Python - Size: 994 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

GMvandeVen/brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

Language: Python - Size: 24.5 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 234 - Forks: 65

Related Keywords
elastic-weight-consolidation 2 split-cifar100 2 synaptic-intelligence 2 variational-autoencoder 1 split-mnist 1 replay-through-feedback 1 replay 1 permuted-mnist 1 lifelong-learning 1 internal-replay 1 incremental-learning 1 generative-replay 1 distillation 1 deep-learning 1 continual-learning 1 brain-inspired 1 artificial-neural-networks 1 visualization 1 replay-based-approach 1 mnist 1 learning-without-forgetting 1 f1score 1 dataset 1 catastrophic-forgetting 1 adam-optimizer 1