Unveiling Backbone Effects in CLIP: Exploring Representational Synergies and Variances

Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Ehsan Abbasnejad +4

Contrastive Language-Image Pretraining (CLIP) stands out as a prominent method for image representation learning. Various neural architectures, spanning Transformer-based models li…