Data or Language Supervision: What Makes CLIP Better than DINO?

Yiming Liu, Yuhui Zhang, Dhruba Ghosh, Ludwig Schmidt, Serena Yeung-Levy. Data or Language Supervision: What Makes CLIP Better than DINO?. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 1868-1874, Association for Computational Linguistics, 2025. [doi]

@inproceedings{LiuZGSY25,
  title = {Data or Language Supervision: What Makes CLIP Better than DINO?},
  author = {Yiming Liu and Yuhui Zhang and Dhruba Ghosh and Ludwig Schmidt and Serena Yeung-Levy},
  year = {2025},
  url = {https://aclanthology.org/2025.findings-emnlp.98/},
  researchr = {https://researchr.org/publication/LiuZGSY25},
  cites = {0},
  citedby = {0},
  pages = {1868-1874},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025},
  editor = {Christos Christodoulopoulos 0001 and Tanmoy Chakraborty 0002 and Carolyn Rose and Violet Peng},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-335-7},
}