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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"
few-shot-learning class-incremental-learning neural-collapse
Python
•5•90•2•0•Updated Aug 7, 2023Aug 7, 2023
UniCIL
Public
The official code for our paper "Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants".
few-shot-class-incremental-learning class-incremental-learning neural-collapse long-tail-class-incremental-learning
Python
•1•10•1•0•Updated Aug 7, 2023Aug 7, 2023
Semantic-Segmentation
Public
[CVPR 2023] The official code for our CVPR 2023 paper "Understanding Imbalanced Semantic Segmentation Through Neural Collapse".
semantic-segmentation imbalanced-learning neural-collapse
0•7•0•0•Updated Feb 28, 2023Feb 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?".
machine-learning imbalanced-learning neural-collapse
Python
•6•45•1•0•Updated Oct 12, 2022Oct 12, 2022