Document Layout papers, 2023–2026
Layout analysis
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 28 papers are tagged with this topic.
Key findings
- Document Layout went from 6 papers in 2023 to 8 in 2026, roughly 1.3x in three years.
- CVPR publishes the most Document Layout work: 12 papers from 2023 to 2026, 43% of the four-venue total.
- Among the 5 topics under Document and Layout, it ranks #2 by 2026 paper count; the fastest grower in the group, PDF Understanding, is up 6.5x versus 1.3x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 1 | 1 | 1 | 3 | 6 |
| 2024 | 2 | 1 | 1 | 4 | 8 |
| 2025 | 1 | 2 | 1 | 2 | 6 |
| 2026 | 5 | 0 | 0 | 3 | 8 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing
- CVPR 2026DREAM Document Recognition with Explicit Adaptive Memory
- NeurIPS 2025Document Summarization with Conformal Importance Guarantees
- ICML 2025DeepLayout: Learning Neural Representations of Circuit Placement Layout
- ICLR 2025Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information
- CVPR 2025A Simple yet Effective Layout Token in Large Language Models for Document Understanding
- NeurIPS 2024Newswire: A Large-Scale Structured Database of a Century of Historical News
- ICML 2024Extracting Training Data From Document-Based VQA Models
- ICLR 2024LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models
- CVPR 2024No More Ambiguity in 360deg Room Layout via Bi-Layout Estimation
- NeurIPS 2023WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
- ICML 2023PLay: Parametrically Conditioned Layout Generation using Latent Diffusion
- ICLR 2023StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training
- CVPR 2023Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation With Cross-Scale Distortion Awareness
- NeurIPS 2026WordEval: Evaluating Word-Native Operation Fidelity in Document Editing
- CVPR 2026LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis
- ICLR 2025Graph-based Document Structure Analysis
- CVPR 2025Relation-Rich Visual Document Generator for Visual Information Extraction
- NeurIPS 2024VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization
- CVPR 2024RoDLA: Benchmarking the Robustness of Document Layout Analysis Models
All Document Layout papers
3 papers, page 1 of 1
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FAQ
- How many Document Layout papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 28 in total: 6 in 2023, 8 in 2024, 6 in 2025, 8 in 2026.
- How many Document Layout papers are at NeurIPS 2026?
- NeurIPS 2026 has 5 Document Layout papers, versus 1 the year before.
- How many Document Layout papers are at ICLR 2025?
- ICLR 2025 has 2 Document Layout papers, versus 1 the year before.
- How many Document Layout papers are at ICML 2025?
- ICML 2025 has 1 Document Layout papers, versus 1 the year before.
- How many Document Layout papers are at CVPR 2026?
- CVPR 2026 has 3 Document Layout papers, versus 2 the year before.
- Which conference publishes the most Document Layout papers?
- CVPR, with 12 papers from 2023 to 2026.