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Zhiming Xu

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Papers (4)

  1. Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning cs.CV · 2026 · author #2
  2. Towards Realistic Class-Incremental Learning with Free-Flow Increments cs.LG · 2026 · author #1
  3. ELIQ: A Label-Free Framework for Quality Assessment of Evolving AI-Generated Images cs.CV · 2026 · author #2
  4. Pushing the Limits of Distillation-Based Continual Learning via Classifier-Proximal Lightweight Plugins cs.LG · 2025 · author #1

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