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Story Visualization

Story Visualization is the task of generating coherent and aligned sequence of images given a sequence of textual captions representing description of a story. It mainly consists of two tasks: story generation and story continuation, where story continuation uses additional ground truth information in the form of the first frame.

Papers

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Showing 1–25 of 42 papers

TitleStatusHype
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
ViStoryBench: Comprehensive Benchmark Suite for Story VisualizationCode2
Object Isolated Attention for Consistent Story Visualization—0
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling—0
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation—0
StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character CustomizationCode3
Story-Adapter: A Training-free Iterative Framework for Long Story VisualizationCode4
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion—0
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline ContextCode0
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion ModelsCode2
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models—0
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and CompletionCode1
Masked Generative Story Transformer with Character Guidance and Caption AugmentationCode0
Training-Free Consistent Text-to-Image GenerationCode2
CogCartoon: Towards Practical Story Visualization—0
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control—0
StoryGPT-V: Large Language Models as Consistent Story VisualizersCode1
AutoStory: Generating Diverse Storytelling Images with Minimal Human EffortCode1
The Chosen One: Consistent Characters in Text-to-Image Diffusion ModelsCode2
Style Generation: Image Synthesis based on Coarsely Matched Texts—0
StoryBench: A Multifaceted Benchmark for Continuous Story VisualizationCode1
Story Visualization by Online Text Augmentation with Context MemoryCode1
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion ModelsCode2
TaleCrafter: Interactive Story Visualization with Multiple CharactersCode2
Improved Visual Story Generation with Adaptive Context Modeling—0
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