Cover Image

Personalized Image Generation with Large Multimodal Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Yiyan, Wang, Wenjie, Zhang, Yang, Tang, Biao, Yan, Peng, Feng, Fuli, He, Xiangnan
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval Artificial Intelligence Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
by: Luo, Pengfei, et al.
Published: (2025)

REMOTE: A Unified Multimodal Relation Extraction Framework with Multilevel Optimal Transport and Mixture-of-Experts
by: Lin, Xinkui, et al.
Published: (2025)

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

Semantic Item Graph Enhancement for Multimodal Recommendation
by: Zhang, Xiaoxiong, et al.
Published: (2025)

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

Generative Multi-Target Cross-Domain Recommendation
by: Jin, Jinqiu, et al.
Published: (2025)

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
by: Li, Haoxuan, et al.
Published: (2024)

Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning
by: Nie, Zhijie, et al.
Published: (2024)

Unified Hallucination Detection for Multimodal Large Language Models
by: Chen, Xiang, et al.
Published: (2024)

Automating Steering for Safe Multimodal Large Language Models
by: Wu, Lyucheng, et al.
Published: (2025)

Diffusion Models for Generative Outfit Recommendation
by: Xu, Yiyan, et al.
Published: (2024)

CrossPT-EEG: A Benchmark for Cross-Participant and Cross-Time Generalization of EEG-based Visual Decoding
by: Zhu, Shuqi, et al.
Published: (2024)

Personalized Generation In Large Model Era: A Survey
by: Xu, Yiyan, et al.
Published: (2025)

Unraveling Movie Genres through Cross-Attention Fusion of Bi-Modal Synergy of Poster
by: Nareti, Utsav Kumar, et al.
Published: (2024)

Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education
by: Jia, Yanhao, et al.
Published: (2025)

Semantic Codebook Learning for Dynamic Recommendation Models
by: Lv, Zheqi, et al.
Published: (2024)

ChatDiet: Empowering Personalized Nutrition-Oriented Food Recommender Chatbots through an LLM-Augmented Framework
by: Yang, Zhongqi, et al.
Published: (2024)

MCA: Modality Composition Awareness for Robust Composed Multimodal Retrieval
by: Wu, Qiyu, et al.
Published: (2025)

On the Brittleness of CLIP Text Encoders
by: Tran, Allie, et al.
Published: (2025)

Adaptive Multi-Agent Reasoning for Text-to-Video Retrieval
by: Wu, Jiaxin, et al.
Published: (2025)

Multimodal Music Recommendation System using LLMs
by: Kandagatla, Srikar Prabhas, et al.
Published: (2026)

A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios
by: Ganhör, Christian, et al.
Published: (2024)

PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval
by: Xu, Tianyi, et al.
Published: (2026)

MMSRARec: Summarization and Retrieval Augumented Sequential Recommendation Based on Multimodal Large Language Model
by: Wang, Haoyu, et al.
Published: (2025)

EventCast: Hybrid Demand Forecasting in E-Commerce with LLM-Based Event Knowledge
by: Hu, Congcong, et al.
Published: (2026)

Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey
by: Liu, Qijiong, et al.
Published: (2024)

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

Diffusion Recommender Model
by: Wang, Wenjie, et al.
Published: (2023)

Agentic Feedback Loop Modeling Improves Recommendation and User Simulation
by: Cai, Shihao, et al.
Published: (2024)

CAMMSR: Category-Guided Attentive Mixture of Experts for Multimodal Sequential Recommendation
by: Xu, Jinfeng, et al.
Published: (2026)

U-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization
by: Chee, Heng Er Metilda, et al.
Published: (2025)

OTCR: Optimal Transmission, Compression and Representation for Multimodal Information Extraction
by: Li, Yang, et al.
Published: (2025)

Modality-Aware Identity Construction and Counterfactual Structure Learning for ID-Free Multimodal Recommendation
by: Ma, Hongjian, et al.
Published: (2026)

Multimodal Learned Sparse Retrieval for Image Suggestion
by: Nguyen, Thong, 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)

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

DREAM: A Dual Representation Learning Model for Multimodal Recommendation
by: Zhang, Kangning, et al.
Published: (2024)

A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions
by: Xu, Jinfeng, et al.
Published: (2025)

The CASTLE 2024 Dataset: Advancing the Art of Multimodal Understanding
by: Rossetto, Luca, et al.
Published: (2025)

Very Efficient Listwise Multimodal Reranking for Long Documents
by: Sun, Yiqun, et al.
Published: (2026)