icarl

There are 0 repository under icarl topic.

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.
artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder
Language:Jupyter Notebook 1447
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.
continual-learning lifelong-learning assessment experiments literature reproduction synaptic-intelligence elastic-weight-consolidation ewc gem agem lwf icarl gdumb baselines
Language:Python 236
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.
continual-learning tpami defy-forgetting classification-tasks deep-learning neural-networks framework hyperparameter-tuning inaturalist tinyimagenet icarl synaptic-intelligence gradient-episodic-memory packnet hat memory-aware-synapses elastic-weight-consolidation incremental-learning incremental-moment-matching
Language:Python 187
manuelemacchia / incremental-learning-image-classification
Replication of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations
incremental-learning convolutional-neural-networks deep-learning machine-learning icarl pytorch polito resnet
Language:Jupyter Notebook 16
luciainnocenti / Incremental-learning
The main goal of this project is to implement a neural network capable of learning different tasks without forgetting the ones it has learned before.
deep-learning icarl incremental-learning pytorch-cnn
Language:Jupyter Notebook 7
XxidroxX / Incremental-Learning-iCarl
python incremental-learning pytorch icarl lwf fine-tuning nca cifar100
Language:Python 5
danielegenta / Progetto-MLDL
Implementation of iCaRL
cnn icarl incremental-learning
Language:Jupyter Notebook 4
lrzpellegrini / icarl-pytorch
A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)
avalanche cifar cifar100 continual icarl learning
Language:Python 3
3neutronstar / CIL-Zoo
Class Incremental Learning (iCaRL, EEIL, BiC) reproduce github repository.
bic class-incremental-learning classification icarl pytorch eeil continual-learning incremental-learning lifelong-learning
Language:Python 2
rojinakashefi / LwF-iCaRL-Incremental-Learning
A repository consists of incremental learning algorithm such as LwF and iCaRL on CIFAR100 dataset on ResNet architecture.
fine-tune icarl lwf pytorch resnet
Language:Jupyter Notebook 2
armando-larocca / Project-IL-
Incremental learning
icarl incremental-learning
Language:Jupyter Notebook 1
irenebenedetto / incremental-learning-study
Implementation of several variations of the iCaRL incremental learning algorithm in PyTorch.
icarl incremental-learning distillation deep-learning neural-network computer-vision cifar100
Language:Python 1
francescomontagna / incremental-learning-image-classification
Reproduction of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations
convolutional-neural-networks deep-learning icarl incremental-learning machine-learning pytorch
Language:Jupyter Notebook