SparseCtrl-HOI generates human-object interaction videos from sparse keyframes using a time-controlled positional embedding and MLLM-derived motion priors.
Proceedings of the SIGGRAPH Asia 2025 Conference Papers , articleno =
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SparseCtrl-HOI: Sparse Temporal Control for Human-Object Interaction Video Generation
SparseCtrl-HOI generates human-object interaction videos from sparse keyframes using a time-controlled positional embedding and MLLM-derived motion priors.