Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation

Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Chun Yuan +1 more
2/12/2026

No official code found. Best implementation: WalkerWorldPeace/CVLM (7 stars, Apache-2.0, last commit 2025-08-07).

Semantic Scholar

Code Implementations(1)

WalkerWorldPeace/CVLMCommunity72%
Apache-2.0

Official implementation of "Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation".

71Python, Jupyter NotebookAug 7, 20251 years agoApache-2.0

Cite this paper

@article{wei2026openvocabulary,
  title  = {Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation},
  author = {Yongxian Wei and Zixuan Hu and Li Shen and Zhenyi Wang and Chun Yuan and Dacheng Tao},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:8f93fac48ca941449f53207913cbb1e80f5fbb0f},
  journal = {ICLR 2025 2025}
}

Discussion