Table of Contents
[WIP] Implementation of Maximally Interfered Retrevial for Continual Learning
TODO:
-
Implement iid online
-
Implement iid online offline
-
Implement fine-tuning
Dataset | Acc | Forgetting |
---|---|---|
Split-MNIST | 0.19 | 0.994 |
Permute-MNIST | 0.71 | 0.28 |
CIFAR-10 |
- Implement ER
Dataset | Acc | Forgetting |
---|---|---|
Split-MNIST | ||
Permute-MNIST | ||
CIFAR-10 |
- 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 |
- Implement GEN-MIR
Dataset | Acc | Forgetting |
---|---|---|
Split-MNIST | ||
Permute-MNIST | ||
CIFAR-10 |