SMCD: High Realism Motion Style Transfer via Mamba-based Diffusion

arXiv:2405.02844v1 Announce Type: new
Abstract: Motion style transfer is a significant research direction in multimedia applications. It enables the rapid switching of different styles of the same motion for virtual digital humans, thus vastly increasing the diversity and realism of movements. It is widely applied in multimedia scenarios such as movies, games, and the Metaverse. However, most of the current work in this field adopts the GAN, which may lead to instability and convergence issues, making the final generated motion …

abstract applications arxiv cs.cv diffusion digital digital humans diversity humans mamba movements movies multimedia research style style transfer transfer type via virtual