Search Results for author: Xingquan Chen

Found 2 papers, 1 papers with code

Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning

no code implementations • 7 Mar 2024 • Biqing Qi, Junqi Gao, Xingquan Chen, Dong Li, Jianxing Liu, Ligang Wu, BoWen Zhou

However, current EM-based methods retrieves memory globally by performing Vector-to-Vector (V2V) interaction between features corresponding to the input and prototypes stored in EM, neglecting the geometric structure of local features.

Few-Shot Class-Incremental Learning Few-Shot Learning +1

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Interactive Continual Learning: Fast and Slow Thinking

1 code implementation • 5 Mar 2024 • Biqing Qi, Xingquan Chen, Junqi Gao, Dong Li, Jianxing Liu, Ligang Wu, BoWen Zhou

Drawing on Complementary Learning System theory, this paper presents a novel Interactive Continual Learning (ICL) framework, enabled by collaborative interactions among models of various sizes.

Continual Learning Outlier Detection +1

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