Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment

Yang Hu, Runchen Wang, Stephen Chong Zhao +4

We introduce Perceptual-Initialization (PI), a paradigm shift in visual representation learning that incorporates human perceptual structure during the initialization phase rather…