Cover Image

Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wan, Xingchen, Zhou, Han, Sun, Ruoxi, Nakhost, Hootan, Jiang, Ke, Sinha, Rajarishi, Arık, Sercan Ö.
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
by: Wan, Xingchen, et al.
Published: (2025)

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
by: Wan, Xingchen, et al.
Published: (2024)

VISTA: A Test-Time Self-Improving Video Generation Agent
by: Long, Do Xuan, et al.
Published: (2025)

SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
by: Sun, Ruoxi, et al.
Published: (2023)

DynScaling: Efficient Verifier-free Inference Scaling via Dynamic and Integrated Sampling
by: Wang, Fei, et al.
Published: (2025)

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
by: Wang, Fei, et al.
Published: (2024)

Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
by: Zhou, Han, et al.
Published: (2025)

Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
by: Ye, Xi, et al.
Published: (2023)

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
by: Chen, Maximillian, et al.
Published: (2024)

Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
by: Chen, Maximillian, et al.
Published: (2024)

Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2025)

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
by: Su, Hongjin, et al.
Published: (2025)

SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling
by: Chen, Jiefeng, et al.
Published: (2025)

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
by: Pourreza, Mohammadreza, et al.
Published: (2024)

Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
by: Zhang, Yusen, et al.
Published: (2024)

CROME: Cross-Modal Adapters for Efficient Multimodal LLM
by: Ebrahimi, Sayna, et al.
Published: (2024)

Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
by: Sarkar, Pritam, et al.
Published: (2024)

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
by: Chen, Sixiang, et al.
Published: (2026)

FLAIRR-TS -- Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series
by: Jalori, Gunjan, et al.
Published: (2025)

Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions
by: Yoon, Jinsung, et al.
Published: (2024)

COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning
by: Meng, Chuizheng, et al.
Published: (2023)

Thinking with Images via Self-Calling Agent
by: Yang, Wenxi, et al.
Published: (2025)

Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
by: Chen, Dongping, et al.
Published: (2024)

GenAgent: Scaling Text-to-Image Generation via Agentic Multimodal Reasoning
by: Jiang, Kaixun, et al.
Published: (2026)

SSVIF: Self-Supervised Segmentation-Oriented Visible and Infrared Image Fusion
by: Zhao, Zixian, et al.
Published: (2025)

Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards
by: Kim, Seungwook, et al.
Published: (2026)

Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation
by: Yang, Hongji, et al.
Published: (2025)

VISTAR:A User-Centric and Role-Driven Benchmark for Text-to-Image Evaluation
by: Jiang, Kaiyuan, et al.
Published: (2025)

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents
by: Jin, Bowen, et al.
Published: (2025)

Dynamic Orchestration of Multi-Agent System for Real-World Multi-Image Agricultural VQA
by: Ke, Yan, et al.
Published: (2025)

OSPO: Object-Centric Self-Improving Preference Optimization for Text-to-Image Generation
by: Oh, Yoonjin, et al.
Published: (2025)

ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
by: Guo, Yuxiang, et al.
Published: (2025)

Text4Seg: Reimagining Image Segmentation as Text Generation
by: Lan, Mengcheng, et al.
Published: (2024)

Text4Seg++: Advancing Image Segmentation via Generative Language Modeling
by: Lan, Mengcheng, et al.
Published: (2025)

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning
by: Wu, Gang, et al.
Published: (2025)

MultiRef: Controllable Image Generation with Multiple Visual References
by: Chen, Ruoxi, et al.
Published: (2025)

Improving Compositional Attribute Binding in Text-to-Image Generative Models via Enhanced Text Embeddings
by: Zarei, Arman, et al.
Published: (2024)

Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning
by: Han, Sungwon, et al.
Published: (2024)

Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
by: Jin, Bowen, et al.
Published: (2024)

Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
by: Li, Feifei, et al.
Published: (2025)