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icarl

Here are 6 public repositories matching this 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.

gem assessment literature experiments reproduction ewc lifelong-learning baselines continual-learning elastic-weight-consolidation lwf icarl synaptic-intelligence agem gdumb

Updated Feb 20, 2024
Python

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.

framework deep-learning neural-networks hat hyperparameter-tuning incremental-learning inaturalist continual-learning elastic-weight-consolidation icarl tinyimagenet tpami classification-tasks gradient-episodic-memory synaptic-intelligence defy-forgetting packnet memory-aware-synapses incremental-moment-matching

Updated Jun 3, 2021
Python

lrzpellegrini / icarl-pytorch

A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)

learning avalanche cifar cifar100 continual icarl

Updated Apr 20, 2021
Python

Alessio-Siciliano / Incremental-Learning-iCarl

python pytorch incremental-learning nca cifar100 fine-tuning lwf icarl

Updated Apr 25, 2021
Python

3neutronstar / CIL-Zoo

Class Incremental Learning (iCaRL, EEIL, BiC) reproduce github repository.

pytorch classification bic incremental-learning lifelong-learning continual-learning icarl class-incremental-learning eeil

Updated Aug 17, 2022
Python

irenebenedetto / incremental-learning-study

Implementation of several variations of the iCaRL incremental learning algorithm in PyTorch.

computer-vision deep-learning neural-network incremental-learning cifar100 distillation icarl

Updated Sep 17, 2020
Python

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