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KIT Motion Language (KIT-ML)
KIT Motion Language (KIT-ML) is a dataset containing 3,911 unique human motion sequences and 6,278 individual text annotations. -
TLControl: Trajectory and Language Control for Human Motion Synthesis
TLControl is a novel method for Trajectory and Language Control for Human Motion Synthesis. It leverages a human body morphology-aware structured latent space using a VQ-VAE,... -
Length-Aware Motion Synthesis via Latent Diffusion
Length-Aware Latent Diffusion (LADiff) is a novel approach for generating motion sequences guided by textual descriptions with dynamics and style conditioned by the target...