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[📚 Paper](https://www.arxiv.org/abs/2511.17805) - [🤖 GitHub](https://github.com/jaime-1998/PL-Stitch)
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This is the official repository for the paper [A Stitch in Time: Learning Procedural Workflow via Self-Supervised Plackett-Luce Ranking](https://www.arxiv.org/abs/2511.17805).
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*PL-Stitch* is an image foundation model that captures visual changes over time, enabling procedural activity understanding. It takes an image as input and produces a feature vector as output, leveraging the novel Plackett-Luce temporal ranking objective to build a comprehensive understanding of both the static semantic information and the procedural context within each frame.
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[📚 Paper](https://www.arxiv.org/abs/2511.17805) - [🤖 GitHub](https://github.com/jaime-1998/PL-Stitch)
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This is the official repository for the **CVPR2026** paper [A Stitch in Time: Learning Procedural Workflow via Self-Supervised Plackett-Luce Ranking](https://www.arxiv.org/abs/2511.17805).
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*PL-Stitch* is an image foundation model that captures visual changes over time, enabling procedural activity understanding. It takes an image as input and produces a feature vector as output, leveraging the novel Plackett-Luce temporal ranking objective to build a comprehensive understanding of both the static semantic information and the procedural context within each frame.
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