Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning

Jinjin Guo, Yexin Li, Zhichao Huang +5

Large-scale multimodal contrastive learning has recently achieved impressive success in learning rich and transferable representations, yet it remains fundamentally limited by the…