Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Ao, Feng, Jiasong, Cao, Ke, Wang, Jing, Wang, Yun, Zhang, Quanwei, Zhang, Zhanjie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance
by: Feng, Jiasong, et al.
Published: (2024)
by: Feng, Jiasong, et al.
Published: (2024)
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers
by: Cao, Ke, et al.
Published: (2025)
by: Cao, Ke, et al.
Published: (2025)
Qihoo-T2X: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Any-Task
by: Wang, Jing, et al.
Published: (2024)
by: Wang, Jing, et al.
Published: (2024)
U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers
by: Zhang, Zhanjie, et al.
Published: (2025)
by: Zhang, Zhanjie, et al.
Published: (2025)
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation
by: Wang, Jing, et al.
Published: (2025)
by: Wang, Jing, et al.
Published: (2025)
DyArtbank: Diverse Artistic Style Transfer via Pre-trained Stable Diffusion and Dynamic Style Prompt Artbank
by: Zhang, Zhanjie, et al.
Published: (2025)
by: Zhang, Zhanjie, et al.
Published: (2025)
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers
by: Srivastava, Divyansh, et al.
Published: (2025)
by: Srivastava, Divyansh, et al.
Published: (2025)
UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generation
by: Liu, Zeyang, et al.
Published: (2025)
by: Liu, Zeyang, et al.
Published: (2025)
SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model
by: Zhang, Zhanjie, et al.
Published: (2025)
by: Zhang, Zhanjie, et al.
Published: (2025)
LEARN: A Story-Driven Layout-to-Image Generation Framework for STEM Instruction
by: Zhang, Maoquan, et al.
Published: (2025)
by: Zhang, Maoquan, et al.
Published: (2025)
FedCVU: Federated Learning for Cross-View Video Understanding
by: Zhang, Shenghan, et al.
Published: (2026)
by: Zhang, Shenghan, et al.
Published: (2026)
ReDiStory: Region-Disentangled Diffusion for Consistent Visual Story Generation
by: Sarkar, Ayushman, et al.
Published: (2026)
by: Sarkar, Ayushman, et al.
Published: (2026)
Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors
by: Chen, Minglin, et al.
Published: (2025)
by: Chen, Minglin, et al.
Published: (2025)
CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
by: Zhang, Hui, et al.
Published: (2024)
by: Zhang, Hui, et al.
Published: (2024)
EmoStory: Emotion-Aware Story Generation
by: Yang, Jingyuan, et al.
Published: (2026)
by: Yang, Jingyuan, et al.
Published: (2026)
OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
by: Li, Bingnan, et al.
Published: (2025)
by: Li, Bingnan, et al.
Published: (2025)
ViStoryBench: Comprehensive Benchmark Suite for Story Visualization
by: Zhuang, Cailin, et al.
Published: (2025)
by: Zhuang, Cailin, et al.
Published: (2025)
Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model
by: Fan, Yingying, et al.
Published: (2025)
by: Fan, Yingying, et al.
Published: (2025)
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
by: Zhou, Yupeng, et al.
Published: (2024)
by: Zhou, Yupeng, et al.
Published: (2024)
LayoutDiT: Exploring Content-Graphic Balance in Layout Generation with Diffusion Transformer
by: Li, Yu, et al.
Published: (2024)
by: Li, Yu, et al.
Published: (2024)
Causal-Story: Local Causal Attention Utilizing Parameter-Efficient Tuning For Visual Story Synthesis
by: Song, Tianyi, et al.
Published: (2023)
by: Song, Tianyi, et al.
Published: (2023)
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models
by: Shen, Fei, et al.
Published: (2024)
by: Shen, Fei, et al.
Published: (2024)
Persistent Story World Simulation with Continuous Character Customization
by: Zhang, Jinlu, et al.
Published: (2026)
by: Zhang, Jinlu, et al.
Published: (2026)
SEED-Story: Multimodal Long Story Generation with Large Language Model
by: Yang, Shuai, et al.
Published: (2024)
by: Yang, Shuai, et al.
Published: (2024)
StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization
by: Zhang, Jinlu, et al.
Published: (2024)
by: Zhang, Jinlu, et al.
Published: (2024)
IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation
by: Zhou, Donghao, et al.
Published: (2025)
by: Zhou, Donghao, et al.
Published: (2025)
TaleDiffusion: Multi-Character Story Generation with Dialogue Rendering
by: Banerjee, Ayan, et al.
Published: (2025)
by: Banerjee, Ayan, et al.
Published: (2025)
Layout-Guided Controllable Pathology Image Generation with In-Context Diffusion Transformers
by: Shou, Yuntao, et al.
Published: (2026)
by: Shou, Yuntao, et al.
Published: (2026)
DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models
by: Kwon, Patrick, et al.
Published: (2025)
by: Kwon, Patrick, et al.
Published: (2025)
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
by: Cheng, Bo, et al.
Published: (2024)
by: Cheng, Bo, et al.
Published: (2024)
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion
by: He, Huiguo, et al.
Published: (2024)
by: He, Huiguo, et al.
Published: (2024)
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion
by: Tao, Ming, et al.
Published: (2024)
by: Tao, Ming, et al.
Published: (2024)
RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation
by: Ling, Run, et al.
Published: (2025)
by: Ling, Run, et al.
Published: (2025)
LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer
by: Chen, Yuzhuo, et al.
Published: (2025)
by: Chen, Yuzhuo, et al.
Published: (2025)
LogiStory: A Logic-Aware Framework for Multi-Image Story Visualization
by: Meng, Chutian, et al.
Published: (2026)
by: Meng, Chutian, et al.
Published: (2026)
Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark
by: Cao, Ke, et al.
Published: (2026)
by: Cao, Ke, et al.
Published: (2026)
STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation
by: Wang, Ruyu, et al.
Published: (2025)
by: Wang, Ruyu, et al.
Published: (2025)
Story-Iter: A Training-free Iterative Paradigm for Long Story Visualization
by: Mao, Jiawei, et al.
Published: (2024)
by: Mao, Jiawei, et al.
Published: (2024)
StyMam: A Mamba-Based Generator for Artistic Style Transfer
by: Hong, Zhou, et al.
Published: (2026)
by: Hong, Zhou, et al.
Published: (2026)
StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation
by: Zhou, Zhengguang, et al.
Published: (2024)
by: Zhou, Zhengguang, et al.
Published: (2024)
Similar Items
-
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance
by: Feng, Jiasong, et al.
Published: (2024) -
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers
by: Cao, Ke, et al.
Published: (2025) -
Qihoo-T2X: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Any-Task
by: Wang, Jing, et al.
Published: (2024) -
U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers
by: Zhang, Zhanjie, et al.
Published: (2025) -
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation
by: Wang, Jing, et al.
Published: (2025)