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02/02/2023
Online Continual Learning via the Knowledge Invariant and Spread-out Properties
The goal of continual learning is to provide intelligent agents that are...
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09/12/2022
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
Continual learning aims to rapidly and continually learn the current tas...
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09/09/2022
Selecting Related Knowledge via Efficient Channel Attention for Online Continual Learning
Continual learning aims to learn a sequence of tasks by leveraging the k...
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01/25/2022
Bilevel Online Deep Learning in Non-stationary Environment
Recent years have witnessed enormous progress of online learning. Howeve...
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12/24/2021