Author

Alexander G. Schwing

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Preprint Sep 2026

SLIDEFORGE: An LLM Agent for Controllable Editing of Slides as Structured Artifacts

Current AI agents compellingly describe slides. However, AI-assisted slide editing requires more than understanding: the output must retain layout, style, component structure, and native editability. Towards, AI-assisted slide editing, existing agents operate on screenshots or weak document representations and often fr...

Hao-Zhen Zheng, Fu-Lin Wang, Tianhu Xiong et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies

Answering questions about long videos often requires connecting events involving the same objects across hours or days. Chronological descriptions and text-derived entities can leave physical identity unresolved: different objects may share a description, while observations of the same object remain disconnected across...

Hui-Hui Ren, Lei Fan, Henry Pao et al. · 0 citations