Cover Image

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yongqi, Wang, Wenjie, Qu, Leigang, Nie, Liqiang, Li, Wenjie, Chua, Tat-Seng
Format:	Preprint
Published:	2024
Subjects:	Multimedia Artificial Intelligence Computation and Language Computer Vision and Pattern Recognition Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
by: Qu, Leigang, et al.
Published: (2024)

Discriminative Probing and Tuning for Text-to-Image Generation
by: Qu, Leigang, et al.
Published: (2024)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
by: Li, Haoxuan, et al.
Published: (2025)

Distillation Enhanced Generative Retrieval
by: Li, Yongqi, et al.
Published: (2024)

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
by: Li, Yongqi, et al.
Published: (2024)

TTOM: Test-Time Optimization and Memorization for Compositional Video Generation
by: Qu, Leigang, et al.
Published: (2025)

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
by: Liu, Han, et al.
Published: (2025)

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
by: Qu, Leigang, et al.
Published: (2024)

Exploring Training and Inference Scaling Laws in Generative Retrieval
by: Cai, Hongru, et al.
Published: (2025)

A Survey of Generative Search and Recommendation in the Era of Large Language Models
by: Li, Yongqi, et al.
Published: (2024)

MCA: Modality Composition Awareness for Robust Composed Multimodal Retrieval
by: Wu, Qiyu, 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)

A Comprehensive Survey on Composed Image Retrieval
by: Song, Xuemeng, et al.
Published: (2025)

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval
by: Kong, Fanheng, et al.
Published: (2025)

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
by: Wu, Siwei, et al.
Published: (2024)

Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline
by: Messina, Nicola, et al.
Published: (2024)

A Unified Optimal Transport Framework for Cross-Modal Retrieval with Noisy Labels
by: Han, Haochen, et al.
Published: (2024)

Large Language Models Empowered Personalized Web Agents
by: Cai, Hongru, et al.
Published: (2024)

Visual Lifelog Retrieval through Captioning-Enhanced Interpretation
by: Shih, Yu-Fei, et al.
Published: (2025)

DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph
by: Yang, Mengzheng, et al.
Published: (2025)

Cross-Modal Retrieval with Cauchy-Schwarz Divergence
by: Zhang, Jiahao, et al.
Published: (2025)

Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction
by: Li, Po-han, et al.
Published: (2024)

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
by: Wei, Tianxin, et al.
Published: (2024)

DeepTaxon: An Interpretable Retrieval-Augmented Multimodal Framework for Unified Species Identification and Discovery
by: Wang, Jiawei, et al.
Published: (2026)

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
by: Zhang, Kai, et al.
Published: (2024)

Efficient Inference for Large Language Model-based Generative Recommendation
by: Lin, Xinyu, et al.
Published: (2024)

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

Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2022)

Self-distilled Dynamic Fusion Network for Language-based Fashion Retrieval
by: Wu, Yiming, et al.
Published: (2024)

MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval
by: Ju, Yeong-Joon, et al.
Published: (2024)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
by: Jiang, Haoyu, et al.
Published: (2024)

A Survey of Multimodal Composite Editing and Retrieval
by: Li, Suyan, et al.
Published: (2024)

Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval
by: Messina, Nicola, et al.
Published: (2024)

Multimodal Misinformation Detection using Large Vision-Language Models
by: Tahmasebi, Sahar, et al.
Published: (2024)

Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval
by: Xiao, Jian, et al.
Published: (2024)

From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge Expansion
by: Wang, Zheng, et al.
Published: (2025)

PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval
by: Zou, Qiang, et al.
Published: (2025)

Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering
by: Zhou, Ao, et al.
Published: (2025)

TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation
by: Ghosh, Rahul, et al.
Published: (2025)

Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective
by: Su, Taoyu, et al.
Published: (2025)