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Parent(s): 1df5738
Add link to paper page and project page (#1)
Browse files- Add link to paper page and project page (411785a5a60d5d068163c3677d49a81c1599712a)
Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>
README.md
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license: apache-2.0
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pipeline_tag: video-to-video
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tags:
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base_model:
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- Wan-AI/Wan2.1-I2V-14B-720P
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# ID-V2V: Identity-Preserving Video-to-Video Generation
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**Paper:** *ID-V2V: Identity-Preserving Video
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[Yuancheng Xu](https://yuancheng-xu.github.io/), [Mingming He](https://mingminghe.com/), [Pablo Salamanca](https://pablosalaman.ca/), [Li Ma](https://limacv.github.io/homepage/), [Yash Kant](https://yashkant.github.io/), [Emmett Steven](https://www.linkedin.com/in/emmettsteven), [Paul Debevec](https://www.pauldebevec.com/), [Ning Yu](https://ningyu1991.github.io/)
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**Code:** https://github.com/Eyeline-Labs/ID-V2V
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- **`idv2v.pth`** — the default single-condition model. It preserves the segmented subject (relit to match the new scene) and regenerates the rest of the frame from the prompt.
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- **`idv2v_with_normal_depth.pth`** — additionally conditions on the source video's surface normals (DAViD) and depth (DepthAnything-V2), giving tighter geometric control over the regenerated regions.
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The two are **different, non-interchangeable weights** with an identical architecture, so loading the wrong one does not raise an error — it silently degrades the output. Pair each checkpoint with its matching script, as documented in the code repository.
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---
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base_model:
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- Wan-AI/Wan2.1-I2V-14B-720P
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license: apache-2.0
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pipeline_tag: video-to-video
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tags:
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- video-to-video
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- image-to-video
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- text-to-video
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- video-generation
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- video-editing
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- diffusion
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- wan
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- vace
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- identity-preservation
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- relighting
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- siggraph-asia-2026
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---
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# ID-V2V: Identity-Preserving Video-to-Video Generation
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**Paper:** [*ID-V2V: Identity-Preserving Video Restylization*](https://huggingface.co/papers/2607.22830) (SIGGRAPH Asia 2026)
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[Yuancheng Xu](https://yuancheng-xu.github.io/), [Mingming He](https://mingminghe.com/), [Pablo Salamanca](https://pablosalaman.ca/), [Li Ma](https://limacv.github.io/homepage/), [Yash Kant](https://yashkant.github.io/), [Emmett Steven](https://www.linkedin.com/in/emmettsteven), [Paul Debevec](https://www.pauldebevec.com/), [Ning Yu](https://ningyu1991.github.io/)
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**Project page:** https://eyeline-labs.github.io/ID-V2V/
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**Code:** https://github.com/Eyeline-Labs/ID-V2V
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- **`idv2v.pth`** — the default single-condition model. It preserves the segmented subject (relit to match the new scene) and regenerates the rest of the frame from the prompt.
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- **`idv2v_with_normal_depth.pth`** — additionally conditions on the source video's surface normals (DAViD) and depth (DepthAnything-V2), giving tighter geometric control over the regenerated regions.
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The two are **different, non-interchangeable weights** with an identical architecture, so loading the wrong one does not raise an error — it silently degrades the output. Pair each checkpoint with its matching script, as documented in the code repository.
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