Mind the Gap: Understanding the Modality Gap in Multi-Modal Contrastive Representation Learning

Item #:

068431-1280

Details

DOI: https://doi.org/10.52202/068431-1280
Author(s): Yongchan Kwon, Victor Weixin Liang, Serena Yeung, Yuhui Zhang, James Zou
Pages: 17612-17625 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1280
Author(s): Yongchan Kwon, Victor Weixin Liang, Serena Yeung, Yuhui Zhang, James Zou
Pages: 17612-17625 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)