ICML · 2026 · Conference paper

Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning

Huiyu Yi, Zhiming Xu, Dunwei Tu, Zhicheng Wang, Baile Xu, Furao Shen

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Date: 2026-05-12
Citations: 0
arXiv: 2605.11904 ↗

Cite

@inproceedings{yi2026beyond,
  title = {Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning},
  author = {Huiyu Yi and Zhiming Xu and Dunwei Tu and Zhicheng Wang and Baile Xu and Furao Shen},
  year = {2026},
  booktitle = {ICML},
  eprint = {2605.11904},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.11904},
}