Hierarchical Action Primitives for AI-Driven Slide Design

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This presentation explores challenges in slide design, focusing on the gaps between LLMs' textual capabilities and VLMs' visual outputs, emphasizing the need for fidelity and precision. Current approaches such as template-based and parameter-driven generation are analyzed, highlighting their limitations. A novel framework, 'Design Action Primitives,' introduces multi-layered abstraction for design operations, leveraging atomic actions and patterns for optimized outputs. Integration with...