2026
SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction
AAAI 2026technical
The task of stochastic human motion prediction has attracted significant attention in recent years due to its wide-ranging applications in robotics, animation, and human-computer interaction. While diffusion models have demonstrated promising progress in this domain, they remain hindered by two crit