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## Model Description
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MemCam is a memory-augmented framework for scene-consistent interactive video generation, built on [Wan2.1-T2V-1.3B](https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B). It treats previously generated frames as external memory and dynamically retrieves the most viewpoint-relevant frames via co-visibility estimation, enabling faithful scene reconstruction even after 360° camera rotations.
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## Files
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| File | Description |
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|---|---|
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| `dit_step20000.ckpt` | MemCam DiT checkpoint (trained 20k steps) |
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## Usage
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```bash
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git clone https://github.com/newhorizon2005/MemCam.git
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# Run inference
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python inference_memcam.py
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```
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## Citation
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```bibtex
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@inproceedings{gao2026memcam,
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## Model Description
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MemCam is a memory-augmented framework for scene-consistent interactive video generation, built on [Wan2.1-T2V-1.3B](https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B). It treats previously generated frames as external memory and dynamically retrieves the most viewpoint-relevant frames via co-visibility estimation, enabling faithful scene reconstruction even after 360° camera rotations.
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## Files
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| File | Description |
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|---|---|
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| `dit_step20000.ckpt` | MemCam DiT checkpoint (trained 20k steps) |
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## Usage
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```bash
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git clone https://github.com/newhorizon2005/MemCam.git
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# Run inference
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python inference_memcam.py
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```
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## Citation
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```bibtex
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@inproceedings{gao2026memcam,
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