Stanford University; Columbia University
Victor Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou
Multi-modal Representation Learning;Contrastive Representation Learning;Cone Effect;Modality Gap;Geometry of Deep Multi-Model Learning
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning