Cover Image

CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wan, David, Wang, Han, Stengel-Eskin, Elias, Cho, Jaemin, Bansal, Mohit
Format:	Preprint
Published:	2025
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

RotBench: Evaluating Multimodal Large Language Models on Identifying Image Rotation
by: Niu, Tianyi, et al.
Published: (2025)

Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training
by: Wan, David, et al.
Published: (2024)

CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
by: Pothiraj, Atin, et al.
Published: (2025)

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

Visual Late Chunking: An Empirical Study of Contextual Chunking for Efficient Visual Document Retrieval
by: Yan, Yibo, et al.
Published: (2026)

Multimodal Fact-Level Attribution for Verifiable Reasoning
by: Wan, David, et al.
Published: (2026)

LITTA: Late-Interaction and Test-Time Alignment for Visually-Grounded Multimodal Retrieval
by: Kim, Seonok
Published: (2026)

Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
by: Reddy, Arun, et al.
Published: (2025)

Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
by: Prasad, Archiki, et al.
Published: (2023)

MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments
by: Wang, Han, et al.
Published: (2026)

GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
by: Nguyen, Duy, et al.
Published: (2025)

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

Indexing Multimodal Language Models for Large-scale Image Retrieval
by: Tharwat, Bahey, et al.
Published: (2026)

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

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

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

See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
by: Ananthram, Amith, et al.
Published: (2024)

MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval
by: Zhou, Junjie, et al.
Published: (2025)

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

DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
by: Sivakumaran, Nithin, et al.
Published: (2025)

CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections
by: Schneider, Florian, et al.
Published: (2025)

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

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

DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
by: Khan, Zaid, et al.
Published: (2024)

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

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

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)

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)

PyLate: Flexible Training and Retrieval for Late Interaction Models
by: Chaffin, Antoine, et al.
Published: (2025)

AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
by: Wang, Han, et al.
Published: (2024)

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

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

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

Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction
by: Zhang, Yao, et al.
Published: (2026)

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

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

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

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
by: Long, Xinwei, et al.
Published: (2025)