icarl

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GMvandeVen / continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder generative-models lifelong-learning distillation continual-learning elastic-weight-consolidation replay-through-feedback icarl gradient-episodic-memory

Updated Aug 10, 2020
Python

Mattdl / CLsurvey

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Continual learning of neural networks with 11 state-of-the-art methods and 4 baselines. Codebase of the continual learning survey: "A continual learning survey: Defying forgetting in classification tasks." arXiv preprint arXiv:1909.08383 (2019)."

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 Sep 5, 2020
Python

danielegenta / Progetto-MLDL

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Implementation of iCaRL

cnn incremental-learning icarl

Updated Oct 10, 2020
Jupyter Notebook

manuelemacchia / incremental-learning-image-classification

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Reproduction of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations

machine-learning deep-learning polito pytorch resnet convolutional-neural-networks incremental-learning icarl

Updated Aug 2, 2020
Jupyter Notebook

irenebenedetto / incremental-learning-study

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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

francescomontagna / incremental-learning-image-classification

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Reproduction of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations

machine-learning deep-learning pytorch convolutional-neural-networks incremental-learning icarl

Updated Aug 3, 2020
Jupyter Notebook

XxidroxX / Incremental-Learning

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

Updated Jun 18, 2020
Python

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icarl

Here are 7 public repositories matching this topic...

GMvandeVen / continual-learning

Mattdl / CLsurvey

danielegenta / Progetto-MLDL

manuelemacchia / incremental-learning-image-classification

irenebenedetto / incremental-learning-study

francescomontagna / incremental-learning-image-classification

XxidroxX / Incremental-Learning

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