Department of Mathematical Sciences, Tsinghua University; IIIS, Tsinghua University, Shanghai Artificial Intelligence Laboratory, Shanghai Qizhi Institute; IIIS, Tsinghua University
Yifan Zhang, Zhiquan Tan, Jingqin Yang, Yang Yuan
contrastive learning theory;self-supervised learning theory;representation learning theory;CLIP;multi-modal learning theory;markov random field;kernel method
Contrastive Learning is Spectral Clustering on Similarity Graph