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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 38 4

  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 77 6

  3. Semantic-Segmentation Semantic-Segmentation Public

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

    6

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Showing 4 of 4 repositories
  • 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 77 6 0 0 Updated Aug 7, 2023
  • UniCIL Public

    The official code for our paper "Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants".

    Python 9 0 1 0 Updated Aug 7, 2023
  • Semantic-Segmentation Public

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

    6 0 0 0 Updated Feb 28, 2023
  • 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 38 4 0 0 Updated Oct 12, 2022

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