Use a compact wrapping row for model card navigation
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README.md
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<p align="center" style="margin: 8px 0 14px;">
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<sub>Zhejiang University · Alibaba Group · Nanjing University</sub>
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<a href="https://github.com/wuli-art/Adversarial-Gradient-Forcing"><img src="assets/github.svg" height="38" style="display: inline-block; vertical-align: middle; margin: 4px 3px;" alt="GitHub — source code"></a>
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<a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html"><img src="assets/project.svg" height="38" style="display: inline-block; vertical-align: middle; margin: 4px 3px;" alt="Project page — videos and results"></a>
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<img src="assets/arxiv.svg" height="38" style="display: inline-block; vertical-align: middle; margin: 4px 3px;" alt="arXiv — coming soon">
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**AGF** improves long-video generation by training models to withstand **adversarial perturbations in their generated history**. Trained on five-second rollouts, it supports generation up to four minutes with the same four-step sampler.
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<a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html#gallery"><img src="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-9024de6/assets/showcase/agf-scenes.gif" width="960" alt="Selected AGF video excerpts: pirate ships, a robot, felt creatures, a creature by candlelight, a watercolor dance, and a yawning child."></a>
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<br>
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<sub>Generated with AGF · Selected video excerpts</sub>
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<a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html">
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<a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html#gallery">Explore full videos ↗</a>
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<table>
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<p align="center" style="margin: 8px 0 14px;">
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<sub>Zhejiang University · Alibaba Group · Nanjing University</sub>
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</p>
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<div align="center" style="display: flex; flex-wrap: wrap; justify-content: center; align-items: center; gap: 8px; margin: 12px 0 22px;"> <a href="https://github.com/wuli-art/Adversarial-Gradient-Forcing"><img src="assets/github.svg" height="38" style="display: inline-block; vertical-align: middle; margin: 4px 3px;" alt="GitHub — source code"></a> <a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html"><img src="assets/project.svg" height="38" style="display: inline-block; vertical-align: middle; margin: 4px 3px;" alt="Project page — videos and results"></a> <img src="assets/arxiv.svg" height="38" style="display: inline-block; vertical-align: middle; margin: 4px 3px;" alt="arXiv — coming soon">
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</div>
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**AGF** improves long-video generation by training models to withstand **adversarial perturbations in their generated history**. Trained on five-second rollouts, it supports generation up to four minutes with the same four-step sampler.
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<p align="center"> <a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html#gallery"><img src="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-9024de6/assets/showcase/agf-scenes.gif" width="960" alt="Selected AGF video excerpts: pirate ships, a robot, felt creatures, a creature by candlelight, a watercolor dance, and a yawning child."></a>
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<br>
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<sub>Generated with AGF · Selected video excerpts</sub>
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</p>
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<p align="center"> <a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html">▶ Watch the method overview</a>
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· <a href="https://shark-console.oss-cn-shanghai.aliyuncs.com/shuju/project/kv_reasoning/runs/AGF/reports/project-page/20261010-explainer-ea1f9094/index.html#gallery">Explore full videos ↗</a>
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</p>
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<table>
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