Cover Image

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liao, Jiaqi, Yang, Zhengyuan, Li, Linjie, Li, Dianqi, Lin, Kevin, Cheng, Yu, Wang, Lijuan
Format:	Preprint
Published:	2025
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

Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models
by: Wang, Alex Jinpeng, et al.
Published: (2025)

Beyond Textual CoT: Interleaved Text-Image Chains with Deep Confidence Reasoning for Image Editing
by: Zou, Zhentao, et al.
Published: (2025)

CIR-CoT: Towards Interpretable Composed Image Retrieval via End-to-End Chain-of-Thought Reasoning
by: Lin, Weihuang, et al.
Published: (2025)

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
by: Chen, Xinyan, et al.
Published: (2025)

CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
by: Kao, Shiu-hong, et al.
Published: (2025)

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
by: Hao, Yunzhuo, et al.
Published: (2025)

CoT-Seg: Rethinking Segmentation with Chain-of-Thought Reasoning and Self-Correction
by: Kao, Shiu-hong, et al.
Published: (2026)

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL
by: Zhang, Yu, et al.
Published: (2025)

AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning
by: Li, Xiping, et al.
Published: (2025)

Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation
by: Yang, Zhengyuan, et al.
Published: (2023)

X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning
by: Pulakurthi, Prasanna Reddy, et al.
Published: (2025)

CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
by: Zhao, Qingqing, et al.
Published: (2025)

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
by: Ni, Minheng, et al.
Published: (2025)

CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning
by: Song, Jeonghyo, et al.
Published: (2025)

ESTR-CoT: Towards Explainable and Accurate Event Stream based Scene Text Recognition with Chain-of-Thought Reasoning
by: Wang, Xiao, et al.
Published: (2025)

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
by: Jiang, Dongzhi, et al.
Published: (2025)

Pathology-CoT: Learning Visual Chain-of-Thought Agent from Expert Whole Slide Image Diagnosis Behavior
by: Wang, Sheng, et al.
Published: (2025)

VG-CoT: Towards Trustworthy Visual Reasoning via Grounded Chain-of-Thought
by: Lim, Byeonggeuk, et al.
Published: (2026)

Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
by: Cho, Jaemin, et al.
Published: (2023)

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
by: Shao, Hao, et al.
Published: (2024)

GenXD: Generating Any 3D and 4D Scenes
by: Zhao, Yuyang, et al.
Published: (2024)

CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting
by: Liao, Haicheng, et al.
Published: (2025)

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding
by: Li, Ming, et al.
Published: (2025)

Meta-CoT: Enhancing Granularity and Generalization in Image Editing
by: Zhang, Shiyi, et al.
Published: (2026)

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
by: Wang, Alex Jinpeng, et al.
Published: (2025)

C-CoT: Counterfactual Chain-of-Thought with Vision-Language Models for Safe Autonomous Driving
by: Tian, Kefei, et al.
Published: (2026)

Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
by: Wang, Yifan, et al.
Published: (2026)

CoT-Pose: Chain-of-Thought Reasoning for 3D Pose Generation from Abstract Prompts
by: Cha, Junuk, et al.
Published: (2025)

TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
by: Ni, Minheng, et al.
Published: (2025)

Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
by: Lee, Daeun, et al.
Published: (2025)

LiVOS: Light Video Object Segmentation with Gated Linear Matching
by: Liu, Qin, et al.
Published: (2024)

DisCo: Disentangled Control for Realistic Human Dance Generation
by: Wang, Tan, et al.
Published: (2023)

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
by: Gu, Jiawei, et al.
Published: (2025)

DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
by: Jiang, Dongzhi, et al.
Published: (2025)

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
by: Wang, Xiyao, et al.
Published: (2025)

FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
by: Sahili, Zahraa Al, et al.
Published: (2024)

SIM-CoT: Supervised Implicit Chain-of-Thought
by: Wei, Xilin, et al.
Published: (2025)

CoT-PL: Chain-of-Thought Pseudo-Labeling for Open-Vocabulary Object Detection
by: Choi, Hojun, et al.
Published: (2025)

CoT4AD: A Vision-Language-Action Model with Explicit Chain-of-Thought Reasoning for Autonomous Driving
by: Wang, Zhaohui, et al.
Published: (2025)

Conditional Text-to-Image Generation with Reference Guidance
by: Kim, Taewook, et al.
Published: (2024)