De-Chuan Zhan

Best Publications

• Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

  Han-Jia Ye;Hexiang Hu;De-Chuan Zhan;Fei Sha

  771
  Citations

• FOSTER: Feature Boosting and Compression for Class-Incremental Learning

  Unknown

  258
  Citations

• Forward Compatible Few-Shot Class-Incremental Learning

  Unknown

  223
  Citations

• Learning Placeholders for Open-Set Recognition

  Unknown

  217
  Citations

• Semi-supervised learning with very few labeled training examples

  Zhi-Hua Zhou;De-Chuan Zhan;Qiang Yang

  211
  Citations

• Class-Incremental Learning: A Survey

  Unknown

  148
  Citations

• Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

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  118
  Citations

• FedRS: Federated Learning with Restricted Softmax for Label Distribution Non-IID Data

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  87
  Citations

• Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need

  Unknown

  84
  Citations

• FedPHP: Federated Personalization with Inherited Private Models.

  Unknown

  82
  Citations

• Multi-modal image annotation with multi-instance multi-label LDA

  Cam-Tu Nguyen;De-Chuan Zhan;Zhi-Hua Zhou

  80
  Citations

• Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability

  Yang Yang;Da-Wei Zhou;De-Chuan Zhan;Hui Xiong

  79
  Citations

• Learning Embedding Adaptation for Few-Shot Learning

  Han-Jia Ye;Hexiang Hu;De-Chuan Zhan;Fei Sha

  77
  Citations

• Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions

  Han-Jia Ye;Hexiang Hu;De-Chuan Zhan;Fei Sha

  76
  Citations

• Co-Transport for Class-Incremental Learning

  Unknown

  72
  Citations

• PyCIL: a Python toolbox for class-incremental learning

  Unknown

  71
  Citations

• Learning instance specific distances using metric propagation

  De-Chuan Zhan;Ming Li;Yu-Feng Li;Zhi-Hua Zhou

  67
  Citations

• Class-Incremental Learning: A Survey

  Unknown

  64
  Citations

• Few-Shot Learning with a Strong Teacher.

  Unknown

  62
  Citations

• Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning

  Unknown

  59
  Citations