Playing Lottery Tickets in Style Transfer Models. (arXiv:2203.13802v1 [cs.CV])

Style transfer has achieved great success and attracted a wide range of
attention from both academic and industrial communities due to its flexible
application scenarios. However, the dependence on pretty large VGG based
autoencoder leads to existing style transfer models have a high parameter
complexities which limits the application for resource-constrained devices.
Unfortunately, the compression of style transfer model has less been explored.
In parallel, study on the lottery ticket hypothesis (LTH) has shown great
potential in finding extremely sparse …

arxiv cv playing style transfer