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08/14/2023
CBA: Improving Online Continual Learning via Continual Bias Adaptor
Online continual learning (CL) aims to learn new knowledge and consolida...
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07/28/2022
Learning to Adapt Classifier for Imbalanced Semi-supervised Learning
Pseudo-labeling has proven to be a promising semi-supervised learning (S...
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02/16/2022
Diagnosing Batch Normalization in Class Incremental Learning
Extensive researches have applied deep neural networks (DNNs) in class i...
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12/31/2021
Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship
Continual learning requires models to learn new tasks while maintaining ...
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06/27/2021