A dynamic routing CapsNet based on increment prototype clustering for overcoming catastrophic forgetting
Abstract In continual learning, previously learnt knowledge tends to be overlapped by the subsequent training tasks. This bottleneck, known as catastrophic forgetting, has recently been relieved between vision tasks involving pixel shuffles etc. Nevertheless, the challenge lies in the continuous cla...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-02-01
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| Series: | IET Computer Vision |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/cvi2.12068 |