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Table of Contents

  1. TODO:

[WIP] Implementation of Maximally Interfered Retrevial for Continual Learning

TODO:

  1. Implement iid online

  2. Implement iid online offline

  3. Implement fine-tuning

Dataset Acc Forgetting
Split-MNIST 0.19 0.994
Permute-MNIST 0.71 0.28
CIFAR-10    
  1. Implement ER
Dataset Acc Forgetting
Split-MNIST    
Permute-MNIST    
CIFAR-10    
  1. Implement ER-MIR

Method: SM-1

Dataset Acc Forgetting
Split-MNIST    
Permute-MNIST    
CIFAR-10    

Method: SM-2

Dataset Acc Forgetting
Split-MNIST    
Permute-MNIST    
CIFAR-10    
  1. Implement GEN-MIR
Dataset Acc Forgetting
Split-MNIST    
Permute-MNIST    
CIFAR-10    

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