AI RESEARCH

Not Like Transformers: Drop the Beat Representation for Dance Generation with Mamba-Based Diffusion Model

arXiv CS.CV

ArXi:2603.08023v1 Announce Type: new Dance is a form of human motion characterized by emotional expression and communication, playing a role in various fields such as music, virtual reality, and content creation. Existing methods for dance generation often fail to adequately capture the inherently sequential, rhythmical, and music-synchronized characteristics of dance. In this paper, we propose \emph{MambaDance}, a new dance generation approach that leverages a Mamba-based diffusion model.