Cover Image

ImAgent: A Unified Multimodal Agent Framework for Test-Time Scalable Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Kaishen, Chen, Ruibo, Zheng, Tong, Huang, Heng
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

Unsafe by Reciprocity: How Generation-Understanding Coupling Undermines Safety in Unified Multimodal Models
by: Wang, Kaishen, et al.
Published: (2026)

Seg-Agent: Test-Time Multimodal Reasoning for Training-Free Language-Guided Segmentation
by: Hao, Chao, et al.
Published: (2026)

UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
by: Huang, Qing, et al.
Published: (2025)

METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
by: Li, Bingxuan, et al.
Published: (2025)

GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation
by: Ye, Wen, et al.
Published: (2025)

Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling
by: Yu, Xinlei, et al.
Published: (2025)

Check Field Detection Agent (CFD-Agent) using Multimodal Large Language and Vision Language Models
by: Halder, Sourav, et al.
Published: (2025)

A Unified and General Framework for Continual Learning
by: Wang, Zhenyi, et al.
Published: (2024)

MSRAMIE: Multimodal Structured Reasoning Agent for Multi-instruction Image Editing
by: Qiu, Zhaoyuan, et al.
Published: (2026)

RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization
by: Huang, Wen, et al.
Published: (2025)

Lemon: A Unified and Scalable 3D Multimodal Model for Universal Spatial Understanding
by: Liang, Yongyuan, et al.
Published: (2025)

MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning
by: Mi, Yapeng, et al.
Published: (2025)

OmniGen: Unified Image Generation
by: Xiao, Shitao, et al.
Published: (2024)

VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation
by: Jiang, Longteng, et al.
Published: (2026)

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
by: Qu, Liao, et al.
Published: (2024)

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
by: Chen, Haoyu, et al.
Published: (2024)

SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
by: Chen, Zisheng, et al.
Published: (2025)

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
by: Li, Yan, et al.
Published: (2026)

3D-Agent:Tri-Modal Multi-Agent Collaboration for Scalable 3D Object Annotation
by: Zhang, Jusheng, et al.
Published: (2026)

FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
by: He, Quansong, et al.
Published: (2025)

Enhancing Multimodal Unified Representations for Cross Modal Generalization
by: Huang, Hai, et al.
Published: (2024)

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing
by: Li, Yiheng, et al.
Published: (2024)

DiffusionAgent: Navigating Expert Models for Agentic Image Generation
by: Qin, Jie, et al.
Published: (2024)

WebForge: Breaking the Realism-Reproducibility-Scalability Trilemma in Browser Agent Benchmark
by: Yuan, Peng, et al.
Published: (2026)

How Long Can Unified Multimodal Models Generate Images Reliably? Taming Long-Horizon Interleaved Image Generation via Context Curation
by: Chen, Haoyu, et al.
Published: (2026)

CoAgent: Collaborative Planning and Consistency Agent for Coherent Video Generation
by: Zeng, Qinglin, et al.
Published: (2025)

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing
by: Wang, Dianyi, et al.
Published: (2026)

Semantic Generative Tuning for Unified Multimodal Models
by: Yu, Songsong, et al.
Published: (2026)

UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation
by: Li, Yi, et al.
Published: (2025)

Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
by: Pu, Yuandong, et al.
Published: (2025)

Multi-Agent Image Restoration
by: Jiang, Xu, et al.
Published: (2025)

CiQi-Agent: Aligning Vision, Tools and Aesthetics in Multimodal Agent for Cultural Reasoning on Chinese Porcelains
by: Wang, Wenhan, et al.
Published: (2026)

UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent
by: Zhang, Jianke, et al.
Published: (2025)

DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation
by: Phung, Hao, et al.
Published: (2024)

Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation
by: Mao, Jiawei, et al.
Published: (2025)

See-Control: A Multimodal Agent Framework for Smartphone Interaction with a Robotic Arm
by: Zhao, Haoyu, et al.
Published: (2025)

Steering Visual Generation in Unified Multimodal Models with Understanding Supervision
by: Liu, Zeyu, et al.
Published: (2026)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
by: Li, Qingyun, et al.
Published: (2024)

Latent Action Control for Reasoning-Guided Unified Image Generation
by: Zhai, Fuxiang, et al.
Published: (2026)

Large Multimodal Agents: A Survey
by: Xie, Junlin, et al.
Published: (2024)