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04/04/2023
Cross-Class Feature Augmentation for Class Incremental Learning
We propose a novel class incremental learning approach by incorporating ...
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04/03/2023
Multi-Modal Representation Learning with Text-Driven Soft Masks
We propose a visual-linguistic representation learning approach within a...
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04/02/2022
Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation
We present a novel class incremental learning approach based on deep neu...
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03/25/2022
Class-Incremental Learning for Action Recognition in Videos
We tackle catastrophic forgetting problem in the context of class-increm...
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03/25/2022
Learning to Adapt to Unseen Abnormal Activities under Weak Supervision
We present a meta-learning framework for weakly supervised anomaly detec...
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10/07/2020