iTryOn is a diffusion-based framework that adds spatial 3D hand guidance and semantic action-aware embeddings to handle complex garment deformations during human-clothing interactions in videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=
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SparseCtrl-HOI generates human-object interaction videos from sparse keyframes using a time-controlled positional embedding and MLLM-derived motion priors.
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iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance
iTryOn is a diffusion-based framework that adds spatial 3D hand guidance and semantic action-aware embeddings to handle complex garment deformations during human-clothing interactions in videos.
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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.