https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Fri, 26 Jun 2026 00:00:00 GMT https://www.youngju.dev/blog/ai-papers/2026-06-26-ocr-free-document-understanding.en https://www.youngju.dev/blog/ai-papers/2026-06-26-ocr-free-document-understanding.en A traditional OCR pipeline splits into detection, recognition, and layout stages, but errors accumulate. We organize the shift in document AI: Donut-style and VLM-based OCR-free document understanding, high-resolution and table handling, and the move toward unified models. Fri, 26 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-papersocr-freedocument-understandingmultimodaldonutvision-language-model https://www.youngju.dev/blog/ai-papers/2026-06-26-ocr-free-document-understanding.ja https://www.youngju.dev/blog/ai-papers/2026-06-26-ocr-free-document-understanding.ja 従来の OCR パイプラインは検出・認識・レイアウトを段階に分けますが誤差が累積します。Donut 系と VLM ベースの OCR-free 文書理解、高解像度と表処理、統合モデルへの流れまで、文書 AI の転換を整理します。 Fri, 26 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-papersocr-freedocument-understandingmultimodaldonutvision-language-model https://www.youngju.dev/blog/ai-papers/2026-06-26-ocr-free-document-understanding https://www.youngju.dev/blog/ai-papers/2026-06-26-ocr-free-document-understanding 전통적인 OCR 파이프라인은 검출-인식-레이아웃을 단계로 나누지만 오류가 누적됩니다. Donut류와 VLM 기반의 OCR-free 문서 이해, 고해상도와 표 처리, 통합 모델의 흐름까지 문서 AI의 전환을 정리합니다. Fri, 26 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-papersocr-freedocument-understandingmultimodaldonutvision-language-model