Gido van de Ven (@GMvandeVen)
github

GMvandeVen

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  • Stars
    star
    1,480
  • Global Rank 20,997 (Top 0.8 %)
  • Followers 113
  • Following 11
  • Registered over 7 years ago
  • Most used languages
    Python
         100.0 %
  • Location 🇧🇪 Belgium
  • Country Total Rank 95
  • Country Ranking
    Python
         12

Top repositories

1

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.
Python
1,212
star
2

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).
Python
226
star
3

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).
Python
54
star
4

progressive-learning-pytorch

Python
4
star
5

complex-synapses

Deep learning implementation of the Benna-Fusi complex synapse model.
Python
3
star
6

incremental_cifar100

Implementation of BI-R in T&E framework.
Python
2
star