Projects in Awesome Lists tagged with synaptic-intelligence
A curated list of projects in awesome lists tagged with synaptic-intelligence .
https://github.com/continualai/continual-learning-baselines
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
agem assessment baselines continual-learning elastic-weight-consolidation ewc experiments gdumb gem icarl lifelong-learning literature lwf reproduction synaptic-intelligence
Last synced: 20 Jun 2025
https://github.com/ContinualAI/continual-learning-baselines
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
agem assessment baselines continual-learning elastic-weight-consolidation ewc experiments gdumb gem icarl lifelong-learning literature lwf reproduction synaptic-intelligence
Last synced: 08 May 2025
https://github.com/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).
artificial-neural-networks brain-inspired continual-learning deep-learning distillation elastic-weight-consolidation generative-replay incremental-learning internal-replay lifelong-learning permuted-mnist replay replay-through-feedback split-cifar100 split-mnist synaptic-intelligence variational-autoencoder
Last synced: 09 Apr 2025
https://github.com/mattdl/clsurvey
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
classification-tasks continual-learning deep-learning defy-forgetting elastic-weight-consolidation framework gradient-episodic-memory hat hyperparameter-tuning icarl inaturalist incremental-learning incremental-moment-matching memory-aware-synapses neural-networks packnet synaptic-intelligence tinyimagenet tpami
Last synced: 20 Aug 2025
https://github.com/Mattdl/CLsurvey
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
classification-tasks continual-learning deep-learning defy-forgetting elastic-weight-consolidation framework gradient-episodic-memory hat hyperparameter-tuning icarl inaturalist incremental-learning incremental-moment-matching memory-aware-synapses neural-networks packnet synaptic-intelligence tinyimagenet tpami
Last synced: 08 May 2025
https://github.com/gmvandeven/class-incremental-learning
PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
ar1 brain-inspired-replay class-incremental-learning continual-learning cwr cwr-plus elastic-weight-consolidation generative-classification generative-classifier generative-replay labels-trick slda synaptic-intelligence variational-autoencoder
Last synced: 03 Jul 2025
https://github.com/GMvandeVen/class-incremental-learning
PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
ar1 brain-inspired-replay class-incremental-learning continual-learning cwr cwr-plus elastic-weight-consolidation generative-classification generative-classifier generative-replay labels-trick slda synaptic-intelligence variational-autoencoder
Last synced: 08 May 2025
https://github.com/freya135/optimizing-catastrophic-forgetting
This project investigates various continual learning methods to mitigate catastrophic forgetting
adam-optimizer catastrophic-forgetting dataset elastic-weight-consolidation f1score learning-without-forgetting mnist replay-based-approach split-cifar100 synaptic-intelligence visualization
Last synced: 18 Oct 2025
