Customized Visual Storytelling with Unified Multimodal LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Wei-Hua, Sun, Cheng, Chen, Chu-Song |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving Visual Storytelling with Multimodal Large Language Models
by: Lin, Xiaochuan, et al.
Published: (2024)
by: Lin, Xiaochuan, et al.
Published: (2024)
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling
by: Zhang, Min, et al.
Published: (2024)
by: Zhang, Min, et al.
Published: (2024)
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller
by: Zang, Chuanqi, et al.
Published: (2024)
by: Zang, Chuanqi, et al.
Published: (2024)
From Image Captioning to Visual Storytelling
by: Passadakis, Admitos, et al.
Published: (2025)
by: Passadakis, Admitos, et al.
Published: (2025)
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
by: Jiang, Houcheng, et al.
Published: (2026)
by: Jiang, Houcheng, et al.
Published: (2026)
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)
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
by: Wu, Size, et al.
Published: (2025)
by: Wu, Size, et al.
Published: (2025)
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
by: Wang, Xiyu, et al.
Published: (2024)
by: Wang, Xiyu, et al.
Published: (2024)
TARN-VIST: Topic Aware Reinforcement Network for Visual Storytelling
by: Chen, Weiran, et al.
Published: (2024)
by: Chen, Weiran, et al.
Published: (2024)
EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation
by: Yang, Shiyuan, et al.
Published: (2026)
by: Yang, Shiyuan, et al.
Published: (2026)
Relation-Rich Visual Document Generator for Visual Information Extraction
by: Jiang, Zi-Han, et al.
Published: (2025)
by: Jiang, Zi-Han, et al.
Published: (2025)
Unified Multimodal Visual Tracking with Dual Mixture-of-Experts
by: Hong, Lingyi, et al.
Published: (2026)
by: Hong, Lingyi, et al.
Published: (2026)
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models
by: Liu, Zhiheng, et al.
Published: (2025)
by: Liu, Zhiheng, et al.
Published: (2025)
UniCustom: Unified Visual Conditioning for Multi-Reference Image Generation
by: Xu, Yiyan, et al.
Published: (2026)
by: Xu, Yiyan, et al.
Published: (2026)
PositionIC: Unified Position and Identity Consistency for Image Customization
by: Hu, Junjie, et al.
Published: (2025)
by: Hu, Junjie, et al.
Published: (2025)
Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation
by: He, Liu, et al.
Published: (2025)
by: He, Liu, et al.
Published: (2025)
Instruction Tuning-free Visual Token Complement for Multimodal LLMs
by: Wang, Dongsheng, et al.
Published: (2024)
by: Wang, Dongsheng, et al.
Published: (2024)
Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs
by: Zhou, Yikang, et al.
Published: (2025)
by: Zhou, Yikang, et al.
Published: (2025)
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?
by: Gado, Mohamed, et al.
Published: (2025)
by: Gado, Mohamed, et al.
Published: (2025)
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
by: Zhou, Shijie, et al.
Published: (2025)
by: Zhou, Shijie, et al.
Published: (2025)
DreamO: A Unified Framework for Image Customization
by: Mou, Chong, et al.
Published: (2025)
by: Mou, Chong, et al.
Published: (2025)
Fleming-VL: Towards Universal Medical Visual Reasoning with Multimodal LLMs
by: Shu, Yan, et al.
Published: (2025)
by: Shu, Yan, et al.
Published: (2025)
Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
by: Cheng, Zihui, et al.
Published: (2025)
by: Cheng, Zihui, et al.
Published: (2025)
Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts
by: Li, Honglin, et al.
Published: (2024)
by: Li, Honglin, et al.
Published: (2024)
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
by: Song, Wei, et al.
Published: (2025)
by: Song, Wei, et al.
Published: (2025)
Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
by: Jain, Jitesh, et al.
Published: (2024)
by: Jain, Jitesh, et al.
Published: (2024)
PhyCustom: Towards Realistic Physical Customization in Text-to-Image Generation
by: Wu, Fan, et al.
Published: (2025)
by: Wu, Fan, et al.
Published: (2025)
EditID: Training-Free Editable ID Customization for Text-to-Image Generation
by: Li, Guandong, et al.
Published: (2025)
by: Li, Guandong, et al.
Published: (2025)
Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving
by: Zhou, Hao, et al.
Published: (2024)
by: Zhou, Hao, et al.
Published: (2024)
One Framework to Rule Them All: Unifying Multimodal Tasks with LLM Neural-Tuning
by: Sun, Hao, et al.
Published: (2024)
by: Sun, Hao, et al.
Published: (2024)
TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts
by: Xie, Yuxuan, et al.
Published: (2024)
by: Xie, Yuxuan, et al.
Published: (2024)
UniModel: A Visual-Only Framework for Unified Multimodal Understanding and Generation
by: Zhang, Chi, et al.
Published: (2025)
by: Zhang, Chi, et al.
Published: (2025)
Unified Reward Model for Multimodal Understanding and Generation
by: Wang, Yibin, et al.
Published: (2025)
by: Wang, Yibin, et al.
Published: (2025)
Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
by: Liu, Qingyang, et al.
Published: (2026)
by: Liu, Qingyang, et al.
Published: (2026)
Uni-Animator: Towards Unified Visual Colorization
by: Chen, Xinyuan, et al.
Published: (2026)
by: Chen, Xinyuan, et al.
Published: (2026)
HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation
by: Hu, Teng, et al.
Published: (2025)
by: Hu, Teng, et al.
Published: (2025)
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt
by: Yang, Jiahui, et al.
Published: (2024)
by: Yang, Jiahui, et al.
Published: (2024)
Towards More Unified In-context Visual Understanding
by: Sheng, Dianmo, et al.
Published: (2023)
by: Sheng, Dianmo, et al.
Published: (2023)
Planning with Unified Multimodal Models
by: Sun, Yihao, et al.
Published: (2025)
by: Sun, Yihao, et al.
Published: (2025)
UAUTrack: Towards Unified Multimodal Anti-UAV Visual Tracking
by: Ren, Qionglin, et al.
Published: (2025)
by: Ren, Qionglin, et al.
Published: (2025)
Similar Items
-
Improving Visual Storytelling with Multimodal Large Language Models
by: Lin, Xiaochuan, et al.
Published: (2024) -
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling
by: Zhang, Min, et al.
Published: (2024) -
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller
by: Zang, Chuanqi, et al.
Published: (2024) -
From Image Captioning to Visual Storytelling
by: Passadakis, Admitos, et al.
Published: (2025) -
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
by: Jiang, Houcheng, et al.
Published: (2026)