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.
Listen, denoise, action! audio-driven motion synthesis with diffusion models.ACM Transactions on Graphics (TOG), 42(4):1–20
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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.
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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.