Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Juyeon, Lee, Geon, Choi, Dongwon, Kim, Taeuk, Shin, Kijung |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
by: Kim, Juyeon, et al.
Published: (2025)
by: Kim, Juyeon, et al.
Published: (2025)
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework
by: Yan, Yibo, et al.
Published: (2026)
by: Yan, Yibo, et al.
Published: (2026)
ReinPool: Reinforcement Learning Pooling Multi-Vector Embeddings for Retrieval System
by: Cha, Sungguk, et al.
Published: (2026)
by: Cha, Sungguk, et al.
Published: (2026)
Structural Anchor Pruning: Training-Free Multi-Vector Compression for Visual Document Retrieval
by: Liu, Zhuchenyang, et al.
Published: (2026)
by: Liu, Zhuchenyang, et al.
Published: (2026)
Hierarchical Patch Compression for ColPali: Efficient Multi-Vector Document Retrieval with Dynamic Pruning and Quantization
by: Bach, Duong
Published: (2025)
by: Bach, Duong
Published: (2025)
A Multi-Granularity Retrieval Framework for Visually-Rich Documents
by: Xu, Mingjun, et al.
Published: (2025)
by: Xu, Mingjun, et al.
Published: (2025)
Multi-Vector Index Compression in Any Modality
by: Qin, Hanxiang, et al.
Published: (2026)
by: Qin, Hanxiang, et al.
Published: (2026)
MIRAGE: Runtime Scheduling for Multi-Vector Image Retrieval with Hierarchical Decomposition
by: Li, Maoliang, et al.
Published: (2025)
by: Li, Maoliang, et al.
Published: (2025)
Visual RAG Toolkit: Scaling Multi-Vector Visual Retrieval with Training-Free Pooling and Multi-Stage Search
by: Yeroyan, Ara
Published: (2026)
by: Yeroyan, Ara
Published: (2026)
A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation
by: Kim, Kyungho, et al.
Published: (2025)
by: Kim, Kyungho, et al.
Published: (2025)
Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and a Simple Remedy
by: Lee, Geon, et al.
Published: (2026)
by: Lee, Geon, et al.
Published: (2026)
Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images
by: Xiao, Bin, et al.
Published: (2023)
by: Xiao, Bin, et al.
Published: (2023)
ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation
by: Kim, Sunwoo, et al.
Published: (2025)
by: Kim, Sunwoo, et al.
Published: (2025)
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
by: Tanaka, Ryota, et al.
Published: (2025)
by: Tanaka, Ryota, et al.
Published: (2025)
Multi-Behavior Recommender Systems: A Survey
by: Kim, Kyungho, et al.
Published: (2025)
by: Kim, Kyungho, et al.
Published: (2025)
Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology
by: Hemati, Sobhan, et al.
Published: (2025)
by: Hemati, Sobhan, et al.
Published: (2025)
Identity-Decoupled Anonymization for Visual Evidence in Multi-modal Retrieval-Augmented Generation
by: Cheng, Zehua, et al.
Published: (2026)
by: Cheng, Zehua, et al.
Published: (2026)
Attention Grounded Enhancement for Visual Document Retrieval
by: Cui, Wanqing, et al.
Published: (2025)
by: Cui, Wanqing, et al.
Published: (2025)
Efficient Multi-Vector Dense Retrieval Using Bit Vectors
by: Nardini, Franco Maria, et al.
Published: (2024)
by: Nardini, Franco Maria, et al.
Published: (2024)
Visual Late Chunking: An Empirical Study of Contextual Chunking for Efficient Visual Document Retrieval
by: Yan, Yibo, et al.
Published: (2026)
by: Yan, Yibo, et al.
Published: (2026)
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents
by: Wang, Hao, et al.
Published: (2024)
by: Wang, Hao, et al.
Published: (2024)
Boosting Document Parsing Efficiency and Performance with Coarse-to-Fine Visual Processing
by: Cui, Cheng, et al.
Published: (2026)
by: Cui, Cheng, et al.
Published: (2026)
Language-only Efficient Training of Zero-shot Composed Image Retrieval
by: Gu, Geonmo, et al.
Published: (2023)
by: Gu, Geonmo, et al.
Published: (2023)
LITTA: Late-Interaction and Test-Time Alignment for Visually-Grounded Multimodal Retrieval
by: Kim, Seonok
Published: (2026)
by: Kim, Seonok
Published: (2026)
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion
by: Gu, Geonmo, et al.
Published: (2023)
by: Gu, Geonmo, et al.
Published: (2023)
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval
by: Byun, Jaeseok, et al.
Published: (2024)
by: Byun, Jaeseok, et al.
Published: (2024)
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
by: Zhou, Junjie, et al.
Published: (2024)
by: Zhou, Junjie, et al.
Published: (2024)
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image
by: Shereen, Ezzeldin, et al.
Published: (2025)
by: Shereen, Ezzeldin, et al.
Published: (2025)
Fetch-A-Set: A Large-Scale OCR-Free Benchmark for Historical Document Retrieval
by: Molina, Adrià, et al.
Published: (2024)
by: Molina, Adrià, et al.
Published: (2024)
Composed Multi-modal Retrieval: A Survey of Approaches and Applications
by: Zhang, Kun, et al.
Published: (2025)
by: Zhang, Kun, et al.
Published: (2025)
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
by: Deng, Chenlong, et al.
Published: (2026)
by: Deng, Chenlong, et al.
Published: (2026)
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
by: Meng, GuangHao, et al.
Published: (2025)
by: Meng, GuangHao, et al.
Published: (2025)
NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval
by: Liu, Zhuchenyang, et al.
Published: (2026)
by: Liu, Zhuchenyang, et al.
Published: (2026)
Beyond Global Similarity: Towards Fine-Grained, Multi-Condition Multimodal Retrieval
by: Lu, Xuan, et al.
Published: (2026)
by: Lu, Xuan, et al.
Published: (2026)
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
by: Wasserman, Navve, et al.
Published: (2025)
by: Wasserman, Navve, et al.
Published: (2025)
WARP: An Efficient Engine for Multi-Vector Retrieval
by: Scheerer, Jan Luca, et al.
Published: (2025)
by: Scheerer, Jan Luca, et al.
Published: (2025)
Incorporating Token Importance in Multi-Vector Retrieval
by: S, Archish, et al.
Published: (2025)
by: S, Archish, et al.
Published: (2025)
Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching
by: Choi, Wonseok, et al.
Published: (2025)
by: Choi, Wonseok, et al.
Published: (2025)
A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval
by: Lim, Ho Hung, et al.
Published: (2026)
by: Lim, Ho Hung, et al.
Published: (2026)
MSAM: Multi-Semantic Adaptive Mining for Cross-Modal Drone Video-Text Retrieval
by: Huang, Jinghao, et al.
Published: (2025)
by: Huang, Jinghao, et al.
Published: (2025)
Similar Items
-
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
by: Kim, Juyeon, et al.
Published: (2025) -
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework
by: Yan, Yibo, et al.
Published: (2026) -
ReinPool: Reinforcement Learning Pooling Multi-Vector Embeddings for Retrieval System
by: Cha, Sungguk, et al.
Published: (2026) -
Structural Anchor Pruning: Training-Free Multi-Vector Compression for Visual Document Retrieval
by: Liu, Zhuchenyang, et al.
Published: (2026) -
Hierarchical Patch Compression for ColPali: Efficient Multi-Vector Document Retrieval with Dynamic Pruning and Quantization
by: Bach, Duong
Published: (2025)