synaptic-intelligence

There are 4 repositories under synaptic-intelligence topic.

  • 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.

    Language:Python27485438

  • 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:Python22871264

  • 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.

    Language:Python1999624

  • 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).

    Language:Python732514