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Mingchen Gao

Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning

Jul 28, 2022
Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

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* Preprint. Under review. Up to 37.09% improvement for Class-Incremental Continual Learning. Code freely available!

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Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach

Feb 05, 2022
Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

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* Accepted for publication in ICLR 2022; https://openreview.net/forum?id=6kCiVaoQdx9

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