OpenCodePapers

continual-learning-on-f-celeba-10-tasks

Continual Learning
Dataset Link
Results over time
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Leaderboard
PaperCodeAccModelNameReleaseDate
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks✓ Link0.7564CAT (CNN backbone)2021-12-18
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks✓ Link0.6909CAT (MLP backbone)2021-12-18
Overcoming catastrophic forgetting in neural networks✓ Link0.6545EWC2016-12-02
Continual learning with hypernetworks✓ Link0.6036HyperNet2019-06-03
PathNet: Evolution Channels Gradient Descent in Super Neural Networks✓ Link0.5764PathNet2017-01-30
Overcoming catastrophic forgetting with hard attention to the task✓ Link0.5673HAT2018-01-04
Random Path Selection for Continual Learning✓ Link0.5545RPSNet2019-12-01