Visual Document Retrieval

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7 papers in the last four weeks, up 75% on the four weeks before. 0.1% of all new papers.

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  1. Front-to-Back: Benchmarking Vision-Language Models for Asymmetric Cross-View Vehicle Re-Identification

    Sep 30, 2026Moseli Mots'oehli, Thulani BabeliRe-IdentificationVisual Document Retrieval

    MindForge AI, Johannesburg, South Africa · University of Hawai’i at M¯anoa, Honolulu, HI, USA

  2. Action Conditioned Bisimulation For GUI Agent Memory

    Sep 30, 2026Hongbo Zhang, Liuyang Song, Quanquan Li +3Graphical User Interface AgentsMerge

    Peking University · East China Normal University · University of Southern California

  3. ColNanoVDR: Document-Free Query Distillation for Multi-Vector Visual Document Retrieval via Optimal Transport

    Sep 28, 2026Zhuchenyang Liu, Ziyi Wang, Yao Zhang +1Visual Document RetrievalRetrievers

    Aalto University, Finland · Independent Researcher, Netherlands

  4. An Empirical Study of VLM Pipelines for Long-Document QA

    Sep 24, 2026Kenan E. Ak, Jay Mohta, Gwang Gook Lee +2Visual Document RetrievalQuestion-Answering Benchmarks

  5. Beyond Accuracy: Robustness, Cost, and Governance Trade-offs for Vision-Language Models in Templated Document Extraction

    Sep 14, 2026Kushal Patel, Pushkal Shrivastava, Mackenzie Lees +4Recent Vision-Language ModelsVisual Document Retrieval

    John Hancock, 200 Berkeley St, Boston, MA 02116, USA

  6. Search-to-World: Evaluation of 3D World Delivery from User Request through Web Search

    Sep 7, 2026Zixiao Gu, Yabo Chen, Xunzhi Xiang +53D WorldAgentic Framework

    Institute of Artificial Intelligence, China Telecom (TeleAI) · Shanghai Jiao Tong University · Shanghai Innovation Institution +3

  7. Query-Aware Token Budgeting for Efficient Late-Interaction Visual Document Retrieval

    Sep 7, 2026PS Rishi, Rajeev Ranjan Dwivedi, Vinod K KurmiVisual Document RetrievalGlobal Average Pooling

    Indian Institute of Science Education and Research Bhopal (IISER Bhopal), India

  8. Lot Machine: Multimodal Lot Extraction from Auction Catalogs

    Aug 31, 2026Mathias Zinnen, Alisha Mund, Sabine Lang +3CatalogsExtraction

    Pattern Recognition Lab, FAU Erlangen · Department of Digital Humanties and Social Studies, FAU Erlangen

  9. Spatial Matryoshka Training for Multi-Granularity Visual Document Retrieval

    Aug 30, 2026Trishan Singha Roy, Arkadeep Acharya, Vishwajeet Kumar +2Multimodal RetrievalVisual Document Retrieval

    IIT Delhi · IBM

  10. DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation

    Aug 11, 2026Zhuchenyang Liu, Ziyi Wang, Yao Zhang +1Visual Document RetrievalMultimodal Retrieval

    Aalto University, Finland · Independent Researcher, Netherlands

  11. InSight-doc: Agentic Visual Perception for Long-Document Understanding

    Aug 11, 2026Kaican Li, Weiyan Xie, Lewei Yao +4Visual Document RetrievalRecent Vision-Language Models

    1The Hong Kong University of Science and Technology · 2Huawei

  12. AnchorFold: A Focus-Then-Fold Framework via Recursive Attention Propagation for Efficient Multi-Vector Visual Document Retrieval

    Aug 9, 2026Haoyu Zuo, Yibo Yan, Xin Zou +4Visual Document RetrievalVisual Embeddings

    Hong Kong University of Science and Technology (Guangzhou) · Alibaba Cloud Computing · Hong Kong University of Science and Technology

  13. Search over the Visual World: Persistent Visual Memory, Layered Indexes, and Source-Grounded Evidence

    Aug 8, 2026Sankalp Nagaonkar, Rohit Garg, Ankit Raj +2Visual MemoryVisual Document Retrieval

    VideoDB

  14. Locating Failure in Multi-Page Visually Rich Document Understanding: An Empirical Attribution

    Aug 8, 2026Lewei Xu, Yihao Ding, Zihan Xu +5Visual Document RetrievalDocument

    The University of Western Australia · The University of Melbourne · Weill Cornell Medicine

  15. KoVRE: Training an Efficient Embedding Model for Korean Visual Document Retrieval

    Aug 2, 2026Yongbin Choi, Gyuho Shim, Youngjoon JangVisual Document RetrievalSingle Pass

    Kyung Hee University · Korea University

  16. VaRS-Doc: Interpretation-Aware Variant Representations via Latent Self-Probing for Visual Document Retrieval

    Aug 2, 2026Haocheng Wang, Tongkun Guan, Wei Shen +1Visual Document RetrievalMultimodal Retrieval

    MoE Key Lab of Artificial Intelligence, AI Institute, School of Computer Science, Shanghai Jiao Tong University, China

  17. HierDoc: Hierarchical Page-to-Region Evidence Routing for Long-Document Visual Question Answering

    Jul 31, 2026Rongjian Gu, Wengang Zhou, Junyu Xiong +4Visual Document RetrievalAnswer

    University of Science and Technology of China · 2iFLYTEK Research · 3Anhui Transport Consulting & Design Institute Co. Ltd., Hefei, China

  18. Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels

    Jul 27, 2026Zhuchenyang Liu, Yao Zhang, Yu XiaoVisual EvidenceVisual Document Retrieval

    Aalto University · Espoo, Finland

  19. Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models

    Jul 22, 2026Huafu Li, Guo Chen, Jia Xia +5Visual Document RetrievalRecent Vision-Language Models

    China Mobile Information Technology Co., Ltd., Shenzhen, 518000, China · School of Information Science and Engineering, NingboTech University, Ningbo, 315100, China

  20. MonkeyOCRv2: A Visual-Text Foundation Model for Document AI

    Jul 13, 2026Yuliang Liu, Zhang Li, Ziyang Zhang +11Lingdt-Vl-OcrVisual Document Retrieval

    1Huazhong University of Science and Technology · 2Kingsoft Office

  21. SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding

    Jul 11, 2026Abhigya Verma, Khyati Mahajan, Amit Kumar Saha +4Visual Document RetrievalLong-Context Reasoning

    ServiceNow AI · Mila · Université de Montréal

  22. HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better

    Jul 6, 2026Gengluo Li, Xingyu Wan, Shangpin Peng +20Lingdt-Vl-OcrRecent Vision-Language Models

    Institute of Information Engineering, Chinese Academy of Sciences · Large Language Model Department, Tencent · Nankai University

  23. Hierarchical Evidence-Driven Reasoning for Long Document Understanding

    Jul 6, 2026Junyu Xiong, Yonghui Wang, Rongjian Gu +4Multimodal Retrieval Augmented GenerationVisual Document Retrieval

    University of Science and Technology of China · iFLYTEK Research

  24. Multimodal Graph RAG for Long-range Visually Rich Document Understanding

    Jun 27, 2026Yi-Cheng Wang, Chu-Song ChenVisual Document RetrievalMultimodal Retrieval Augmented Generation

    Department of Computer Science and Information Engineering, National Taiwan University · FinTech Center, National Taiwan University

  25. Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity

    Jun 24, 2026Heethanjan Kanagalingam, Thenukan Pathmanathan, Mokeeshan Vathanakumar +3Visual Document RetrievalKnowledge-Based Visual Question Answering

    The University of Melbourne, Melbourne, Australia · Lakehead University, Thunder Bay, Canada

  26. LightSTAR: Efficient Visual Document Retrieval via Lightweight Selection with Vision-Adaptive Refinement

    Jun 22, 2026Tongkun Guan, Haocheng Wang, Wei Shen +1Visual Document RetrievalMultimodal Retrieval

    MoE Key Lab of Artificial Intelligence, AI Institute, School of Computer Science, Shanghai Jiao Tong University

  27. MM-Matryoshka: Towards Budget-Elastic Visual Document Retrieval via a 2D Multimodal Matryoshka Training Framework

    Jun 3, 2026Haowen Xiang, Yibo Yan, Jiahao Huo +4Visual Document RetrievalMultimodal Retrieval

    Hong Kong University of Science and Technology (Guangzhou) · Alibaba Cloud Computing · Hong Kong University of Science and Technology

  28. Overview of the EReL@MIR 2025 Multimodal Document Retrieval Challenge (Track 1)

    Jun 2, 2026Jingbiao MeiMultimodal RetrievalVisual Document Retrieval

    University of Cambridge · Cambridge, United Kingdom

  29. PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation

    Jun 1, 2026Yichuan Wang, Zhifei Li, Zirui Wang +5Visual Document RetrievalMultimodal Retrieval Augmented Generation

    1UC Berkeley · 2Princeton University · 5Renmin University of China +2

  30. Multimodal Approaches for Visually-Rich Document Type Classification: A Comparative Analysis

    Jun 1, 2026Catyana Heyne, Jürgen Frikel, Filippo RiccioMultimodal ClassificationMultimodal Deep Learning

    OTH Regensburg, Germany

  31. Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search

    May 29, 2026Gyu-Hwung Cho, Youngjune Lee, Kiyoon Jeong +5Visual Document RetrievalMultimodal Retrieval

    NAVER Corp., Republic of Korea · Seoul National University, Republic of Korea · NAVER Corp. +6

  32. DynFrame: Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding

    May 26, 2026Peng Zhang, Guanghao Zhang, Wanggui He +10Multimodal Large Language ModelsVisual Document Retrieval

    Zhejiang University · Alibaba Group

  33. Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing

    May 25, 2026Kateryna Lutsai, Dana Křivánková, Pavel Straňák +1Image ClassificationOptical Character Recognition

    Institute of Formal and Applied Linguistics, Charles University MFF, Malostranské náměstí, Prague, 11800, Czech Republic. · Institute of Archaeology, Czech Academy of Sciences, Letenská, Prague, 11800, Czech Republic.

  34. Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval

    May 23, 2026Hao Sun, Yingyan Hou, Jiayan Guo +4Visual Document RetrievalMultimodal Retrieval

    1State Key Laboratory of General Artificial Intelligence, Peking University, Beijing, China · Aerospace Information Research Institute, Chinese Academy of Sciences · Key Laboratory of Target Cognition and Application Technology +3

  35. From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding

    May 21, 2026Yandi Wang, Libin Zhan, Ziwei Huang +5Visual Document RetrievalInformation Extraction

    Zhejiang University, China

  36. Structured Layout Priors for Robust Out-of-Distribution Visual Document Understanding

    May 19, 2026Peter El Hachem, Ahmed Nassar, A. Said Gurbuz +2Visual Document RetrievalDocument Parsing

    ETH Zurich Rämistrasse, Switzerland · IBM Research Rüschlikon, Switzerland

  37. A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval

    May 14, 2026Ho Hung Lim, Yi YangVisual Document RetrievalVector Database

    The Hong Kong University of Science and Technology

  38. Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval

    May 8, 2026Pascal Tilli, Mohsen MesgarVisual Document RetrievalVisual Embeddings

    University of Stuttgart, Stuttgart, Germany · Bosch Center for Artificial Intelligence, Renningen, Germany

  39. PlotPick: AI-powered batch extraction of numerical data from scientific figures

    May 7, 2026Tommy CarstensenScientific FigureChart

    1Copenhagen Research Centre for Biological and Precision Psychiatry, Mental Health Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark

  40. ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction

    Apr 26, 2026Zichun Guo, Yuling Shi, Wenhao Zeng +6Visual Document RetrievalMultimodal Large Language Models

    Xidian University · Shanghai Jiao Tong University · Alibaba Qwen +1

  41. Lightweight and Production-Ready PDF Visual Element Parsing

    Apr 25, 2026Meizhu Liu, Yassi Abbasi, Matthew Rowe +2Document ParsingVisual Document Retrieval

    Oracle AI

  42. DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

    Apr 24, 2026Joonmyung Choi, Sanghyeok Lee, Jongha Kim +4Visual Token PruningVisual Document Retrieval

    Korea University · KAIST · Adobe Research

  43. Internalized Reasoning for Long-Context Visual Document Understanding

    Mar 31, 2026Austin VeselkaVisual Document RetrievalQwen3

    LightOn

  44. Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval

    Feb 23, 2026Yibo Yan, Jiahao Huo, Guanbo Feng +12Visual Document RetrievalMultimodal Documents

    Hong Kong University of Science and Technology (Guangzhou) · Alibaba Cloud Computing · Hong Kong University of Science and Technology +1

  45. How to Train Your Long-Context Visual Document Model

    Feb 16, 2026Austin VeselkaEfficient Long-Context InferenceRecent Vision-Language Models

    LightOn

  46. CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding

    Jan 29, 2026Jiahao Huo, Yu Huang, Yibo Yan +7Visual Document RetrievalMultimodal Embeddings

    The Hong Kong University of Science and Technology (Guangzhou) · Alibaba Cloud Computing · The Hong Kong University of Science and Technology +1