CoMoVi co-generates 3D human motions and 2D videos synchronously in a single diffusion denoising loop using 3D-to-2D projection and dual-branch diffusion with 3D-2D cross attentions.
Smpl: A skinned multi- person linear model
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The contact matrix approach in a diffusion model, paired with specialized VQ-VAE, enables more precise and realistic generation of interactive duet dance motions compared to prior methods.
A new physics-aware motion synthesis method that models full human-object, human-scene, and internal body forces with soft balance constraints and a continuous distance-based force model for arbitrary surfaces.
citing papers explorer
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CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos
CoMoVi co-generates 3D human motions and 2D videos synchronously in a single diffusion denoising loop using 3D-to-2D projection and dual-branch diffusion with 3D-2D cross attentions.
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Contact Matrix: Enhancing Dance Motion Synthesis with Precise Interaction Modeling
The contact matrix approach in a diffusion model, paired with specialized VQ-VAE, enables more precise and realistic generation of interactive duet dance motions compared to prior methods.
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InterPhys: Physics-aware Human Motion Synthesis in a Dynamic Scene
A new physics-aware motion synthesis method that models full human-object, human-scene, and internal body forces with soft balance constraints and a continuous distance-based force model for arbitrary surfaces.