kris-singh / MIR

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