Cover Image

Data Augmentation for Text-based Person Retrieval Using Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Zheng, Si, Lijia, Guo, Caili, Yang, Yang, Cao, Qiushi
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search
by: Wang, Xin, et al.
Published: (2024)

Minimizing the Pretraining Gap: Domain-aligned Text-Based Person Retrieval
by: Yang, Shuyu, et al.
Published: (2025)

SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking
by: Xu, Yingjia, et al.
Published: (2025)

UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval
by: Liu, Yating, et al.
Published: (2025)

Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search
by: Yang, Shuyu, et al.
Published: (2024)

Enrich the content of the image Using Context-Aware Copy Paste
by: Guo, Qiushi
Published: (2024)

Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
by: Zheng, Tianlu, et al.
Published: (2025)

An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval
by: Cao, Min, et al.
Published: (2025)

CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Retrieval
by: Zhao, Xinpeng, et al.
Published: (2024)

A Universal Railway Obstacle Detection System based on Semi-supervised Segmentation And Optical Flow
by: Guo, Qiushi
Published: (2024)

Text-based Aerial-Ground Person Retrieval
by: Zhou, Xinyu, et al.
Published: (2025)

RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models
by: Hao, Haoran, et al.
Published: (2024)

CLIP-based Synergistic Knowledge Transfer for Text-based Person Retrieval
by: Liu, Yating, et al.
Published: (2023)

Semi-supervised Text-based Person Search
by: Gao, Daming, et al.
Published: (2024)

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey
by: Sapkota, Ranjan, et al.
Published: (2025)

UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity
by: Zuo, Jialong, et al.
Published: (2023)

Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data
by: Ma, Wufei, et al.
Published: (2024)

An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation
by: Tan, Zhiyu, et al.
Published: (2024)

CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval
by: Yu, Hang, et al.
Published: (2025)

Depth-Copy-Paste: Multimodal and Depth-Aware Compositing for Robust Face Detection
by: Guo, Qiushi
Published: (2025)

Proactive Reasoning-with-Retrieval Framework for Medical Multimodal Large Language Models
by: Wang, Lehan, et al.
Published: (2025)

ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
by: Guo, Hang, et al.
Published: (2024)

Generative Giants, Retrieval Weaklings: Why do Multimodal Large Language Models Fail at Multimodal Retrieval?
by: Feng, Hengyi, et al.
Published: (2025)

Street-Level Geolocalization Using Multimodal Large Language Models and Retrieval-Augmented Generation
by: Bicakci, Yunus Serhat, et al.
Published: (2025)

MATE: Motion-Augmented Temporal Consistency for Event-based Point Tracking
by: Han, Han, et al.
Published: (2024)

Reasoning Text-to-Video Retrieval via Digital Twin Video Representations and Large Language Models
by: Shen, Yiqing, et al.
Published: (2025)

Cross-modal Fuzzy Alignment Network for Text-Aerial Person Retrieval and A Large-scale Benchmark
by: Deng, Yifei, et al.
Published: (2026)

Safety of Multimodal Large Language Models on Images and Texts
by: Liu, Xin, et al.
Published: (2024)

Data Augmentation in Human-Centric Vision
by: Jiang, Wentao, et al.
Published: (2024)

MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning
by: Gu, Wenhao, et al.
Published: (2025)

Large Language Model Aided Birt-Hogg-Dube Syndrome Diagnosis with Multimodal Retrieval-Augmented Generation
by: Li, Haoqing, et al.
Published: (2025)

MLLMReID: Multimodal Large Language Model-based Person Re-identification
by: Yang, Shan, et al.
Published: (2024)

AnomalyLMM: Bridging Generative Knowledge and Discriminative Retrieval for Text-Based Person Anomaly Search
by: Ju, Hao, et al.
Published: (2025)

Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach
by: Lee, Saehyung, et al.
Published: (2024)

Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
by: Ko, Dohwan, et al.
Published: (2025)

SMFormer: Empowering Self-supervised Stereo Matching via Foundation Models and Data Augmentation
by: Wang, Yun, et al.
Published: (2026)

Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval
by: Ma, Yiwei, et al.
Published: (2024)

Towards Scalable Video Anomaly Retrieval: A Synthetic Video-Text Benchmark
by: Yang, Shuyu, et al.
Published: (2025)

Hybrid, Unified and Iterative: A Novel Framework for Text-based Person Anomaly Retrieval
by: Nguyen, Tien-Huy, et al.
Published: (2025)

Semantic Anchoring for Robust Personalization in Text-to-Image Diffusion Models
by: Yang, Seoyun, et al.
Published: (2025)