Cover Image

Indexing Multimodal Language Models for Large-scale Image Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tharwat, Bahey, Kordopatis-Zilos, Giorgos, Suma, Pavel, Reid, Ian, Tolias, Giorgos
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Computation and Language Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval
by: Suma, Pavel, et al.
Published: (2024)

ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains
by: Suma, Pavel, et al.
Published: (2026)

LOCORE: Image Re-ranking with Long-Context Sequence Modeling
by: Xiao, Zilin, et al.
Published: (2025)

Instance-Level Generation for Representation Learning
by: Wu, Yankun, et al.
Published: (2025)

Fusion Transformer with Object Mask Guidance for Image Forgery Analysis
by: Karageorgiou, Dimitrios, et al.
Published: (2024)

Processing and acquisition traces in visual encoders: What does CLIP know about your camera?
by: Ramos, Ryan, et al.
Published: (2025)

ILIAS: Instance-Level Image retrieval At Scale
by: Kordopatis-Zilos, Giorgos, et al.
Published: (2025)

Large Language Model Informed Patent Image Retrieval
by: Lo, Hao-Cheng, et al.
Published: (2024)

E5-V: Universal Embeddings with Multimodal Large Language Models
by: Jiang, Ting, et al.
Published: (2024)

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
by: Li, Yongqi, et al.
Published: (2024)

Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models
by: Mansour, Malak, et al.
Published: (2025)

Latent Action Pretraining Through World Modeling
by: Tharwat, Bahey, et al.
Published: (2025)

Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark
by: Guo, Hao, et al.
Published: (2025)

Windsock is Dancing: Adaptive Multimodal Retrieval-Augmented Generation
by: Zhao, Shu, et al.
Published: (2025)

ColPali: Efficient Document Retrieval with Vision Language Models
by: Faysse, Manuel, et al.
Published: (2024)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)

CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
by: Wan, David, et al.
Published: (2025)

Towards Text-Image Interleaved Retrieval
by: Zhang, Xin, et al.
Published: (2025)

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation
by: Martin, Alexander, et al.
Published: (2025)

Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation
by: Yang, Jheng-Hong, et al.
Published: (2024)

MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
by: Xiao, Zilin, et al.
Published: (2025)

Personalized Multimodal Large Language Models: A Survey
by: Wu, Junda, et al.
Published: (2024)

Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
by: Song, Tingyu, et al.
Published: (2026)

CoLLM: A Large Language Model for Composed Image Retrieval
by: Huynh, Chuong, et al.
Published: (2025)

Multi-Vector Index Compression in Any Modality
by: Qin, Hanxiang, et al.
Published: (2026)

Progressive Multimodal Reasoning via Active Retrieval
by: Dong, Guanting, et al.
Published: (2024)

InDistill: Information flow-preserving knowledge distillation for model compression
by: Sarridis, Ioannis, et al.
Published: (2022)

MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
by: Dong, Kuicai, et al.
Published: (2025)

Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models
by: Nakata, Kengo, et al.
Published: (2024)

Attention Grounded Enhancement for Visual Document Retrieval
by: Cui, Wanqing, et al.
Published: (2025)

Efficient and High-Fidelity Omni Modality Retrieval
by: Huynh, Chuong, et al.
Published: (2026)

Index Light, Reason Deep: Deferred Visual Ingestion for Visual-Dense Document Question Answering
by: Xu, Tao
Published: (2026)

VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
by: Zhou, Junjie, et al.
Published: (2024)

Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?
by: Shen, Wenxuan, et al.
Published: (2025)

Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)

M3DR: Towards Universal Multilingual Multimodal Document Retrieval
by: Kolavi, Adithya S, et al.
Published: (2025)

MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
by: Hsiao, Chi-Hsiang, et al.
Published: (2025)

From Videos to Indexed Knowledge Graphs -- Framework to Marry Methods for Multimodal Content Analysis and Understanding
by: Rizk, Basem, et al.
Published: (2025)

X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation
by: Lyu, Hanjia, et al.
Published: (2024)

ReinPool: Reinforcement Learning Pooling Multi-Vector Embeddings for Retrieval System
by: Cha, Sungguk, et al.
Published: (2026)