Image de couverture de livre

Towards Enhanced Image Generation Via Multi-modal Chain of Thought in Unified Generative Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Yi, Liu, Mushui, He, Wanggui, Yuan, Hanyang, Zhang, Longxiang, Huang, Ziwei, Zhang, Guanghao, Fang, Wenkai, Jiang, Haoze, Zhang, Shengxuming, She, Dong, Liu, Jinlong, Dai, Weilong, Song, Mingli, Jiang, Hao, Song, Jie
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
par: Huang, Qihan, et autres
Publié: (2024)

DynFrame: Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding
par: Zhang, Peng, et autres
Publié: (2026)

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation
par: Zhang, Guanghao, et autres
Publié: (2025)

Think When Needed: Adaptive Reasoning-Driven Multimodal Embeddings with a Dual-LoRA Architecture
par: Zhang, Longxiang, et autres
Publié: (2026)

PromptEcho: Annotation-Free Reward from Vision-Language Models for Text-to-Image Reinforcement Learning
par: Liu, Jinlong, et autres
Publié: (2026)

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
par: Huang, Qihan, et autres
Publié: (2025)

UniMo: Unified Motion Generation and Understanding with Chain of Thought
par: Wang, Guocun, et autres
Publié: (2026)

Dataset Ownership Verification for Pre-trained Masked Models
par: Xie, Yuechen, et autres
Publié: (2025)

Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO
par: Tong, Yunze, et autres
Publié: (2026)

CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers
par: She, D., et autres
Publié: (2025)

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement
par: She, Dong, et autres
Publié: (2025)

Liquid: Language Models are Scalable and Unified Multi-modal Generators
par: Wu, Junfeng, et autres
Publié: (2024)

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems
par: Song, Hongru, et autres
Publié: (2025)

Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis
par: Zhang, Shengxuming, et autres
Publié: (2024)

SCoTER: Structured Chain-of-Thought Transfer for Enhanced Recommendation
par: Jiang, Jie, et autres
Publié: (2025)

A phenomenology condition other than zero resistance and a possible pairing mechanism of holes-electrons for superconductivity
par: She, Weilong
Publié: (2011)

ManualVLA: A Unified VLA Model for Chain-of-Thought Manual Generation and Robotic Manipulation
par: Gu, Chenyang, et autres
Publié: (2025)

Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning
par: Jiang, Jingjing, et autres
Publié: (2025)

What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
par: Jiang, Gangwei, et autres
Publié: (2025)

DCoAR: Deep Concept Injection into Unified Autoregressive Models for Personalized Text-to-Image Generation
par: Wu, Fangtai, et autres
Publié: (2025)

Deep learning‐based accurate diagnosis and quantitative evaluation of microvascular invasion in hepatocellular carcinoma on whole‐slide histopathology images
par: Xiuming Zhang, et autres
Publié: (2024)

Physics-informed Diffusion Generation for Geomagnetic Map Interpolation
par: Li, Wenda, et autres
Publié: (2026)

Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction
par: Lucas, Ryan, et autres
Publié: (2025)

Hybrid Mask Generation for Infrared Small Target Detection with Single-Point Supervision
par: He, Weijie, et autres
Publié: (2024)

Unified Personalized Understanding, Generating and Editing
par: Zhong, Yu, et autres
Publié: (2026)

Analyzable Chain-of-Musical-Thought Prompting for High-Fidelity Music Generation
par: Lam, Max W. Y., et autres
Publié: (2025)

Upfront Chain-of-Thought: A Cooperative Framework for Chain-of-Thought Compression
par: Li, Chengzhengxu, et autres
Publié: (2025)

Reasoning with Reinforced Functional Token Tuning
par: Zhang, Kongcheng, et autres
Publié: (2025)

Odyssey: Empowering Minecraft Agents with Open-World Skills
par: Liu, Shunyu, et autres
Publié: (2024)

SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data
par: Fang, Wenkai, et autres
Publié: (2025)

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
par: Xu, Haolei, et autres
Publié: (2025)

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
par: He, Wanggui, et autres
Publié: (2024)

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
par: Wang, Yaoting, et autres
Publié: (2025)

SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis
par: Luo, Haoming, et autres
Publié: (2024)

YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls
par: Chen, Zihao, et autres
Publié: (2024)

JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation
par: Song, Lin, et autres
Publié: (2026)

LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning
par: Wu, Linquan, et autres
Publié: (2026)

Enhancing Generalization in Chain of Thought Reasoning for Smaller Models
par: Yin, Maxwell J., et autres
Publié: (2025)

GEWUM: General Exploration Workflow for the Utopia of Materials: A Unified Platform for Automated Structure Generation, Selection, and Validation
par: Song, Jiexi, et autres
Publié: (2026)

On the Role of Reasoning Patterns in the Generalization Discrepancy of Long Chain-of-Thought Supervised Fine-Tuning
par: Li, Zhaoyi, et autres
Publié: (2026)