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@NeuralCollapseApplications

NeuralCollapseApplications

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  1. ImbalancedLearning ImbalancedLearning Public

    [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?".

    Python 45 6

  2. FSCIL FSCIL Public

    [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"

    Python 90 5

  3. Semantic-Segmentation Semantic-Segmentation Public

    [CVPR 2023] The official code for our CVPR 2023 paper "Understanding Imbalanced Semantic Segmentation Through Neural Collapse".

    7

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