Back to Tsinghua University & StepFun
Research PreviewVideo GenvideoUpdated July 25, 2026

Motion4Motion

Model Overview

Motion4Motion is a undisclosed-parameter model developed by Tsinghua University & StepFun. Released on 2026-07-25.


📊 Quick Specs

Specification Table
SpecificationValue
Parametersundisclosed
Taskvideo-generation
Modalityvideo
LicenseOther/Custom
Typeresearch-preview

✨ Key Features

  • Training-Free: No fine-tuning or task-specific training required — runs at inference time on any video pair
  • Skeleton-Free Motion Transfer: Models subject motion flow instead of skeleton topology, enabling transfer across different species and body types
  • Cross-Species Transfer: Works across diverse morphologies — human, animal, and non-human character motion transfer
  • TransPE (Transferring Positional Encoding): Novel technique for mapping motion patterns between subjects at different spatial scales
  • SIGGRAPH 2026: Peer-reviewed research at ACM SIGGRAPH 2026 Conference Papers

🔗 Resources


📜 License & Access

Other/Custom — See repository for specific license details.

Key Features

Training-Free: No fine-tuning or task-specific training required — runs at inference time on any video pair

Feature 01

Skeleton-Free Motion Transfer: Models subject motion flow instead of skeleton topology, enabling transfer across different species and body types

Feature 02

Cross-Species Transfer: Works across diverse morphologies — human, animal, and non-human character motion transfer

Feature 03

TransPE (Transferring Positional Encoding): Novel technique for mapping motion patterns between subjects at different spatial scales

Feature 04

SIGGRAPH 2026: Peer-reviewed research at ACM SIGGRAPH 2026 Conference Papers

Feature 05

You might also want to compare

Verified Sources

Tags

motion-transfervideo-generationskeleton-freecross-speciessiggraph-2026

Model Specs

research-preview

Parameters

Undisclosed

Context Window

unknown

License

Other/Custom

Deployment

self-hostable

Resources & Links

Curator Notes

Partially enriched via migration on 2026-07-25. Manual review recommended.

Compare Specs

Compare parameters, context windows, modalities, and benchmark scores of this model side-by-side with others.

Compare Model