Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data

Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou 0001, Linjun Zhang. Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 4348-4380, PMLR, 2023. [doi]

@inproceedings{NakadaGDJ0Z23,
  title = {Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data},
  author = {Ryumei Nakada and Halil Ibrahim Gulluk and Zhun Deng and Wenlong Ji and James Zou 0001 and Linjun Zhang},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/nakada23a.html},
  researchr = {https://researchr.org/publication/NakadaGDJ0Z23},
  cites = {0},
  citedby = {0},
  pages = {4348-4380},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}