Generating Storytelling Images with Rich Chains-of-Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Song, Xiujie, Jia, Qi, Watanabe, Shota, Pang, Xiaoyi, Chen, Ruijie, Wu, Mengyue, Zhu, Kenny Q. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Is Your Image a Good Storyteller?
by: Song, Xiujie, et al.
Published: (2024)
by: Song, Xiujie, et al.
Published: (2024)
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
by: Song, Xiujie, et al.
Published: (2024)
by: Song, Xiujie, et al.
Published: (2024)
From Image Captioning to Visual Storytelling
by: Passadakis, Admitos, et al.
Published: (2025)
by: Passadakis, Admitos, et al.
Published: (2025)
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning
by: Song, Yingjin, et al.
Published: (2024)
by: Song, Yingjin, et al.
Published: (2024)
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
by: Ye, Maoyuan, et al.
Published: (2025)
by: Ye, Maoyuan, et al.
Published: (2025)
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
by: Wang, Yifan, et al.
Published: (2026)
by: Wang, Yifan, et al.
Published: (2026)
ViewFusion: Structured Spatial Thinking Chains for Multi-View Reasoning
by: Tao, Xingjian, et al.
Published: (2026)
by: Tao, Xingjian, et al.
Published: (2026)
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
by: Jia, Mengzhao, et al.
Published: (2024)
by: Jia, Mengzhao, et al.
Published: (2024)
Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
by: Qin, Luozheng, et al.
Published: (2025)
by: Qin, Luozheng, et al.
Published: (2025)
Advancing Large Multi-modal Models with Explicit Chain-of-Reasoning and Visual Question Generation
by: Uehara, Kohei, et al.
Published: (2024)
by: Uehara, Kohei, et al.
Published: (2024)
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
by: Yang, Yue, et al.
Published: (2025)
by: Yang, Yue, et al.
Published: (2025)
Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
by: Huang, Jia-Hong, et al.
Published: (2024)
by: Huang, Jia-Hong, et al.
Published: (2024)
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
by: Qi, Ji, et al.
Published: (2024)
by: Qi, Ji, et al.
Published: (2024)
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought
by: Peng, Yi, et al.
Published: (2025)
by: Peng, Yi, et al.
Published: (2025)
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
by: Zhou, Shijie, et al.
Published: (2024)
by: Zhou, Shijie, et al.
Published: (2024)
Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs
by: Ji, Yikun, et al.
Published: (2025)
by: Ji, Yikun, et al.
Published: (2025)
ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models
by: Villegas, Danae Sánchez, et al.
Published: (2025)
by: Villegas, Danae Sánchez, et al.
Published: (2025)
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
by: Zhang, Yanzhe, et al.
Published: (2023)
by: Zhang, Yanzhe, et al.
Published: (2023)
EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models
by: Dai, Xuanlang, et al.
Published: (2026)
by: Dai, Xuanlang, et al.
Published: (2026)
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
by: Shi, Weikang, et al.
Published: (2025)
by: Shi, Weikang, et al.
Published: (2025)
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts
by: Hwang, Taebaek, et al.
Published: (2025)
by: Hwang, Taebaek, et al.
Published: (2025)
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective
by: Yu, Xinmiao, et al.
Published: (2024)
by: Yu, Xinmiao, et al.
Published: (2024)
R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
by: Chen, Kaijie, et al.
Published: (2025)
by: Chen, Kaijie, et al.
Published: (2025)
TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models
by: Zhang, Junyi, et al.
Published: (2025)
by: Zhang, Junyi, et al.
Published: (2025)
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
by: Qi, Yukun, et al.
Published: (2025)
by: Qi, Yukun, et al.
Published: (2025)
Harnessing Webpage UIs for Text-Rich Visual Understanding
by: Liu, Junpeng, et al.
Published: (2024)
by: Liu, Junpeng, et al.
Published: (2024)
TextTIGER: Text-based Intelligent Generation with Entity Prompt Refinement for Text-to-Image Generation
by: Ozaki, Shintaro, et al.
Published: (2025)
by: Ozaki, Shintaro, et al.
Published: (2025)
MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning
by: Luo, Yuxuan, et al.
Published: (2025)
by: Luo, Yuxuan, et al.
Published: (2025)
Improving Chain-of-Thought Efficiency for Autoregressive Image Generation
by: Gu, Zeqi, et al.
Published: (2025)
by: Gu, Zeqi, et al.
Published: (2025)
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
From Perception to Reasoning: Deep Thinking Empowers Multimodal Large Language Models
by: Zhu, Wenxin, et al.
Published: (2025)
by: Zhu, Wenxin, et al.
Published: (2025)
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
by: Yuan, Shenghai, et al.
Published: (2024)
by: Yuan, Shenghai, et al.
Published: (2024)
Learning Adaptive Reasoning Paths for Efficient Visual Reasoning
by: Huang, Yixu, et al.
Published: (2026)
by: Huang, Yixu, et al.
Published: (2026)
ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning
by: Li, Yifan, et al.
Published: (2025)
by: Li, Yifan, et al.
Published: (2025)
VisRAG 2.0: Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
by: Sun, Yubo, et al.
Published: (2025)
by: Sun, Yubo, et al.
Published: (2025)
ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation
by: Yang, Cunyuan, et al.
Published: (2026)
by: Yang, Cunyuan, et al.
Published: (2026)
Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring
by: Zhang, Dongxu, et al.
Published: (2026)
by: Zhang, Dongxu, et al.
Published: (2026)
RichControl: Structure- and Appearance-Rich Training-Free Spatial Control for Text-to-Image Generation
by: Pang, Lexi, et al.
Published: (2025)
by: Pang, Lexi, et al.
Published: (2025)
Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions
by: Shen, Yijun, et al.
Published: (2025)
by: Shen, Yijun, et al.
Published: (2025)
Similar Items
-
Is Your Image a Good Storyteller?
by: Song, Xiujie, et al.
Published: (2024) -
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
by: Song, Xiujie, et al.
Published: (2024) -
From Image Captioning to Visual Storytelling
by: Passadakis, Admitos, et al.
Published: (2025) -
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning
by: Song, Yingjin, et al.
Published: (2024) -
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
by: Ye, Maoyuan, et al.
Published: (2025)