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<h1 align='center'>WAM-Flow: Parallel Coarse-to-Fine Motion Planning via Discrete Flow Matching for Autonomous Driving</h1>
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<div align='center'>
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<a href='https://github.com/YoucanBaby' target='_blank'>Yifang Xu</a><sup>1*</sup>&emsp;
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<a href='https://cuijh26.github.io/' target='_blank'>Jiahao Cui</a><sup>1*</sup>&emsp;
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<a href='https://github.com/fudan-generative-vision/WAM-Flow' target='_blank'>Feipeng Cai</a><sup>2*</sup>&emsp;
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<a href='https://github.com/SSSSSSuger' target='_blank'>Zhihao Zhu</a><sup>1</sup>&emsp;
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<a href='https://github.com/NinoNeumann' target='_blank'>Hanlin Shang</a><sup>1</sup>&emsp;
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<a href='https://github.com/isan089' target='_blank'>Shan Luan</a><sup>1</sup>&emsp;
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</div>
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<div align='center'>
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<a href='https://github.com/xumingw' target='_blank'>Mingwang Xu</a><sup>1</sup>&emsp;
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<a href='https://github.com/fudan-generative-vision/WAM-Flow' target='_blank'>Neng Zhang</a><sup>2</sup>&emsp;
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<a href='https://github.com/fudan-generative-vision/WAM-Flow' target='_blank'>Yaoyi Li</a><sup>2</sup>&emsp;
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<a href='https://github.com/fudan-generative-vision/WAM-Flow‘ target='_blank'>Jia Cai</a><sup>2</sup>&emsp;
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<a href='https://sites.google.com/site/zhusiyucs/home' target='_blank'>Siyu Zhu</a><sup>1</sup>&emsp;
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</div>
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<div align='center'>
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<sup>1</sup>Fudan University&emsp; <sup>2</sup>Yinwang Intelligent Technology Co., Ltd&emsp;
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</div>
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## 🔧️ Framework
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![teaser](assets/Figure_1.png)
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![framework](assets/Figure_2.png)
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## 📅️ Roadmap
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| Status | Milestone | ETA |
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| :----: | :----------------------------------------------------------------------------------------------------: | :--------: |
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| 🚀 | **[Releasing the inference source code](https://github.com/fudan-generative-vision/WAM-Flow)** | 2025.12.21 |
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| 🚀 | **[Pretrained models on Huggingface](https://huggingface.co/fudan-generative-ai/WAM-Flow)** | TBD |
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| 🚀 | **[Releasing the training scripts](#training)** | TBD |
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## 🤗 Acknowledgements
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We gratefully acknowledge the contributors to the [Janus](https://github.com/deepseek-ai/Janus), [FUDOKI](https://github.com/fudoki-hku/FUDOKI) and [flow_matching](https://github.com/facebookresearch/flow_matching) repositories, whose commitment to open source has provided us with their excellent codebases and pretrained models.

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