We propose CG-HOI the first method to address the task of generating dynamic 3D human-
object interactions (HOIs) from text. We model the motion of both human and object in an …

Human motion generation, a cornerstone technique in animation and video production, has
widespread applications in various tasks like text-to-motion and music-to-dance. Previous …

We propose Lodge a network capable of generating extremely long dance sequences
conditioned on given music. We design Lodge as a two-stage coarse to fine diffusion …

Listening head generation aims to synthesize a non-verbal responsive listener head by
modeling the correlation between the speaker and the listener in dynamic conversion. The …

Generating dance movements from music has been considered a highly challenging task,
as it requires the model to comprehend concepts from two different modalities: audio and …

Generating dance sequences that synchronize with music while maintaining naturalness
and realism is a challenging task. Existing methods often suffer from freezing phenomena or …

Creating group choreography from music has gained attention in cultural entertainment and
virtual reality, aiming to coordinate visually cohesive and diverse group movements. Despite …

We propose Lodge++, a choreography framework to generate high-quality, ultra-long, and
vivid dances given the music and desired genre. To handle the challenges in computational …

Long-term motion generation is a challenging task that requires producing coherent and
realistic sequences over extended durations. Current methods primarily rely on framewise …

In music-driven dance motion generation, most existing methods use hand-crafted features
and neglect that music foundation models have profoundly impacted cross-modal content …