CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer. (arXiv:2207.04808v4 [cs.CV] UPDATED)

In this paper, we aim to devise a universally versatile style transfer method
capable of performing artistic, photo-realistic, and video style transfer
jointly, without seeing videos during training. Previous single-frame methods
assume a strong constraint on the whole image to maintain temporal consistency,
which could be violated in many cases. Instead, we make a mild and reasonable
assumption that global inconsistency is dominated by local inconsistencies and
devise a generic Contrastive Coherence Preserving Loss (CCPL) applied to local
patches. CCPL …

arxiv cv loss style transfer transfer