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Author

Paul Hongsuck Seo

2 papers indexed here

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#computer vision Preprint Sep 2026

Diffusion Drafts, AR Verifies: Accelerating Document OCR with Self-Speculative Decoding

Autoregressive OCR vision-language models accurately convert document images into text and structured markup, but require one sequential decoding step per output token, limiting inference speed. Unlike open-ended text generation, OCR outputs are strongly grounded in the input image, making diffusion-based parallel gene...

Dohyun Kim, Sung-Jun Han, Hyun-geun Kim et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Compositional SVG Generation via VLM-Driven Hierarchical Semantic Parsing

This work proposes a VLM-driven agentic framework for semantic compositional SVG generation that recursively parses visual scenes into semantic and geometric hierarchies via top-down decomposition, visual grounding, and prompt-driven amodal occlusion recovery, ensuring each component is geometrically complete.

Sehwan Park, Taehoon Kim, Geonhee Han et al. · 0 citations

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