cl-comparison

cl-comparison's Stars

• 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:Python7114

• yaoyao-liu/class-incremental-learning

  PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)

  Language:Python45971

• srebuffi/residual_adapters

  Language:Python17035

• GMvandeVen/continual-learning

  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.

  Language:Jupyter Notebook1.5k310

• ChristosKap/policy_consolidation

  Code for Policy Consolidation for Continual Reinforcement Learning

  Language:Python102

• 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:Python22664

• facebookresearch/agem

  Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

  Language:Jupyter Notebook19738