Image-Based Clip-Guided Essence Transfer

This paper proposes a novel method to transfer the semantic properties that constitute high-level textual description from a target image to a source image, without changing the identity of the source. The method uses CLIP's image latent space, which is more stable and expressive than the textual latent space.