OmniDocLayout: Towards Diverse Document Layout Generation via Coarse-to-Fine LLM Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Hengrui, Gu, Zhuangcheng, Zhao, Zhiyuan, Wen, Zichen, Wang, Bin, Li, Weijia, He, Conghui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
by: Zhao, Zhiyuan, et al.
Published: (2024)
by: Zhao, Zhiyuan, et al.
Published: (2024)
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
by: Ouyang, Linke, et al.
Published: (2024)
by: Ouyang, Linke, et al.
Published: (2024)
OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild
by: Guo, Yuncheng, et al.
Published: (2025)
by: Guo, Yuncheng, et al.
Published: (2025)
DocCogito: Aligning Layout Cognition and Step-Level Grounded Reasoning for Document Understanding
by: Wu, Yuchuan, et al.
Published: (2026)
by: Wu, Yuchuan, et al.
Published: (2026)
Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving
by: Xiong, Minhao, et al.
Published: (2025)
by: Xiong, Minhao, et al.
Published: (2025)
PP-DocLayout: A Unified Document Layout Detection Model to Accelerate Large-Scale Data Construction
by: Sun, Ting, et al.
Published: (2025)
by: Sun, Ting, et al.
Published: (2025)
Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning
by: Ke, Junlong, et al.
Published: (2026)
by: Ke, Junlong, et al.
Published: (2026)
FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout
by: Jiang, Yue, et al.
Published: (2024)
by: Jiang, Yue, et al.
Published: (2024)
LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design
by: Liu, Bingyang, et al.
Published: (2024)
by: Liu, Bingyang, et al.
Published: (2024)
ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training
by: Jiang, Zhouqiang, et al.
Published: (2024)
by: Jiang, Zhouqiang, et al.
Published: (2024)
LEGION: Learning to Ground and Explain for Synthetic Image Detection
by: Kang, Hengrui, et al.
Published: (2025)
by: Kang, Hengrui, et al.
Published: (2025)
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding
by: Luo, Chuwei, et al.
Published: (2024)
by: Luo, Chuwei, et al.
Published: (2024)
STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation
by: Wang, Ruyu, et al.
Published: (2025)
by: Wang, Ruyu, et al.
Published: (2025)
Towards Khmer Scene Document Layout Detection
by: Kong, Marry, et al.
Published: (2026)
by: Kong, Marry, et al.
Published: (2026)
LayoutFlow: Flow Matching for Layout Generation
by: Guerreiro, Julian Jorge Andrade, et al.
Published: (2024)
by: Guerreiro, Julian Jorge Andrade, et al.
Published: (2024)
Co-Layout: LLM-driven Co-optimization for Interior Layout
by: Xiang, Chucheng, et al.
Published: (2025)
by: Xiang, Chucheng, et al.
Published: (2025)
Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM
by: Wang, Can, et al.
Published: (2024)
by: Wang, Can, et al.
Published: (2024)
ScaleDoc: Scaling LLM-based Predicates over Large Document Collections
by: Zhang, Hengrui, et al.
Published: (2025)
by: Zhang, Hengrui, et al.
Published: (2025)
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
by: Wen, Siwei, et al.
Published: (2025)
by: Wen, Siwei, et al.
Published: (2025)
ICDAR 2025 Competition on End-to-End Document Image Machine Translation Towards Complex Layouts
by: Zhang, Yaping, et al.
Published: (2026)
by: Zhang, Yaping, et al.
Published: (2026)
SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters
by: Tanaka, Shohei, et al.
Published: (2024)
by: Tanaka, Shohei, et al.
Published: (2024)
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
LED Benchmark: Diagnosing Structural Layout Errors for Document Layout Analysis
by: Heo, Inbum, et al.
Published: (2025)
by: Heo, Inbum, et al.
Published: (2025)
Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation
by: Brioschi, Riccardo, et al.
Published: (2025)
by: Brioschi, Riccardo, et al.
Published: (2025)
Manga Generation via Layout-controllable Diffusion
by: Chen, Siyu, et al.
Published: (2024)
by: Chen, Siyu, et al.
Published: (2024)
LFRAG: Layout-oriented Fine-grained Retrieval-Augmented Generation on Multimodal Document Understanding
by: Zhu, Yifan, et al.
Published: (2026)
by: Zhu, Yifan, et al.
Published: (2026)
PARL: Position-Aware Relation Learning Network for Document Layout Analysis
by: Liu, Fuyuan, et al.
Published: (2026)
by: Liu, Fuyuan, et al.
Published: (2026)
UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition
by: Wang, Bin, et al.
Published: (2024)
by: Wang, Bin, et al.
Published: (2024)
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
by: Sun, Fan-Yun, et al.
Published: (2024)
by: Sun, Fan-Yun, et al.
Published: (2024)
StructLayoutFormer:Conditional Structured Layout Generation via Structure Serialization and Disentanglement
by: Hu, Xin, et al.
Published: (2025)
by: Hu, Xin, et al.
Published: (2025)
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation
by: Horita, Daichi, et al.
Published: (2023)
by: Horita, Daichi, et al.
Published: (2023)
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation
by: Zheng, Guangcong, et al.
Published: (2023)
by: Zheng, Guangcong, et al.
Published: (2023)
Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance Segmentation
by: Zhao, Penghai, et al.
Published: (2021)
by: Zhao, Penghai, et al.
Published: (2021)
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers
by: Srivastava, Divyansh, et al.
Published: (2025)
by: Srivastava, Divyansh, et al.
Published: (2025)
DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures
by: Uthayasooriyar, Benno, et al.
Published: (2025)
by: Uthayasooriyar, Benno, et al.
Published: (2025)
UniDoc-RL: Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards
by: Wang, Jun, et al.
Published: (2026)
by: Wang, Jun, et al.
Published: (2026)
UnSupDLA: Towards Unsupervised Document Layout Analysis
by: Sheikh, Talha Uddin, et al.
Published: (2024)
by: Sheikh, Talha Uddin, et al.
Published: (2024)
HybriDLA: Hybrid Generation for Document Layout Analysis
by: Chen, Yufan, et al.
Published: (2025)
by: Chen, Yufan, et al.
Published: (2025)
Doc-V*:Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
by: Zheng, Yuanlei, et al.
Published: (2026)
by: Zheng, Yuanlei, et al.
Published: (2026)
EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding
by: Zou, Kai, et al.
Published: (2026)
by: Zou, Kai, et al.
Published: (2026)
Similar Items
-
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
by: Zhao, Zhiyuan, et al.
Published: (2024) -
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
by: Ouyang, Linke, et al.
Published: (2024) -
OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild
by: Guo, Yuncheng, et al.
Published: (2025) -
DocCogito: Aligning Layout Cognition and Step-Level Grounded Reasoning for Document Understanding
by: Wu, Yuchuan, et al.
Published: (2026) -
Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving
by: Xiong, Minhao, et al.
Published: (2025)