Cover Image

Find Them All: Unveiling MLLMs for Versatile Person Re-identification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Jinhao, Chen, Zijian, Deng, Lirong, Zhai, Guangtao, Wang, Changbo
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PictOBI-20k: Unveiling Large Multimodal Models in Visual Decipherment for Pictographic Oracle Bone Characters
by: Chen, Zijian, et al.
Published: (2025)

Can Large Models Fool the Eye? A New Turing Test for Biological Animation
by: Chen, Zijian, et al.
Published: (2025)

Mitigating Long-tail Distribution in Oracle Bone Inscriptions: Dataset, Model, and Benchmark
by: Li, Jinhao, et al.
Published: (2025)

OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?
by: Chen, Zijian, et al.
Published: (2024)

Explore the Hallucination on Low-level Perception for MLLMs
by: Sun, Yinan, et al.
Published: (2024)

Prompt Decoupling for Text-to-Image Person Re-identification
by: Li, Weihao, et al.
Published: (2024)

Homogeneous and Heterogeneous Consistency progressive Re-ranking for Visible-Infrared Person Re-identification
by: Wang, Yiming
Published: (2026)

GTPred: Benchmarking MLLMs for Interpretable Geo-localization and Time-of-capture Prediction
by: Li, Jinnao, et al.
Published: (2026)

Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification
by: Liu, Shiben, et al.
Published: (2025)

One Diffusion to Generate Them All
by: Le, Duong H., et al.
Published: (2024)

Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Re-identification
by: Pei, Jiangbo, et al.
Published: (2024)

Medical Manifestation-Aware De-Identification
by: Tian, Yuan, et al.
Published: (2024)

Exploring the Camera Bias of Person Re-identification
by: Song, Myungseo, et al.
Published: (2025)

TCMM: Token Constraint and Multi-Scale Memory Bank of Contrastive Learning for Unsupervised Person Re-identification
by: Zhu, Zheng-An, et al.
Published: (2025)

Dynamic Modality-Camera Invariant Clustering for Unsupervised Visible-Infrared Person Re-identification
by: Yang, Yiming, et al.
Published: (2024)

One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
by: Bai, Zechen, et al.
Published: (2024)

Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning
by: Wu, Ruiqi, et al.
Published: (2024)

ReText: Text Boosts Generalization in Image-Based Person Re-identification
by: Mamedov, Timur, et al.
Published: (2026)

ReMix: Training Generalized Person Re-identification on a Mixture of Data
by: Mamedov, Timur, et al.
Published: (2024)

From Attributes to Natural Language: A Survey and Foresight on Text-based Person Re-identification
by: Jiang, Fanzhi, et al.
Published: (2024)

VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment
by: Jia, Ziheng, et al.
Published: (2025)

OBIFormer: A Fast Attentive Denoising Framework for Oracle Bone Inscriptions
by: Li, Jinhao, et al.
Published: (2025)

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

One Model to Translate Them All: Universal Any-to-Any Translation for Heterogeneous Collaborative Perception
by: Li, Yang, et al.
Published: (2026)

Re-identification from histopathology images
by: Ganz, Jonathan, et al.
Published: (2024)

A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
by: Zhang, Zicheng, et al.
Published: (2024)

PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving
by: Zhang, Zeyu, et al.
Published: (2025)

Diverse Representation Embedding for Lifelong Person Re-Identification
by: Liu, Shiben, et al.
Published: (2024)

Dense Connector for MLLMs
by: Yao, Huanjin, et al.
Published: (2024)

One Noise to Rule Them All: Multi-View Adversarial Attacks with Universal Perturbation
by: Ergezer, Mehmet, et al.
Published: (2024)

Stabilizing Unsupervised Self-Evolution of MLLMs via Continuous Softened Retracing reSampling
by: Yu, Yunyao, et al.
Published: (2026)

Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?
by: Kang, Caixin, et al.
Published: (2026)

Not All NVFP4 QAT Recipes Are Equal: How Architecture and Scale Shape Model Quality for Anomaly Segmentation
by: Du, Zijian, et al.
Published: (2026)

Decoupling Perception and Calibration: Label-Efficient Image Quality Assessment Framework
by: Li, Xinyue, et al.
Published: (2026)

Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment
by: Fu, Jun, et al.
Published: (2024)

One-Shot Knowledge Transfer for Scalable Person Re-Identification
by: Li, Longhua, et al.
Published: (2025)

Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
by: Bui, Anh, et al.
Published: (2025)

IDPruner: Harmonizing Importance and Diversity in Visual Token Pruning for MLLMs
by: Tan, Yifan, et al.
Published: (2026)

A Versatile Framework for Multi-scene Person Re-identification
by: Zheng, Wei-Shi, et al.
Published: (2024)

DynaMix: Generalizable Person Re-identification via Dynamic Relabeling and Mixed Data Sampling
by: Mamedov, Timur, et al.
Published: (2025)