A frozen vision transformer plus trainable attention-steering blocks and EWC achieves competitive continual learning accuracy without rehearsal memory.
Imagenet: A large-scale hierarchical image database, in: 2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Ieee
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FCL-ViT: Task-Aware Attention Tuning for Continual Learning
A frozen vision transformer plus trainable attention-steering blocks and EWC achieves competitive continual learning accuracy without rehearsal memory.