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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
Story-Adapter: A Training-free Iterative Framework for Long Story VisualizationCode4
StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character CustomizationCode3
ViStoryBench: Comprehensive Benchmark Suite for Story VisualizationCode2
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion ModelsCode2
Training-Free Consistent Text-to-Image GenerationCode2
The Chosen One: Consistent Characters in Text-to-Image Diffusion ModelsCode2
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion ModelsCode2
TaleCrafter: Interactive Story Visualization with Multiple CharactersCode2
Synthesizing Coherent Story with Auto-Regressive Latent Diffusion ModelsCode2
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and CompletionCode1
StoryGPT-V: Large Language Models as Consistent Story VisualizersCode1
AutoStory: Generating Diverse Storytelling Images with Minimal Human EffortCode1
StoryBench: A Multifaceted Benchmark for Continuous Story VisualizationCode1
Story Visualization by Online Text Augmentation with Context MemoryCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story VisualizationCode1
Integrating Visuospatial, Linguistic and Commonsense Structure into Story VisualizationCode1
Improving Generation and Evaluation of Visual Stories via Semantic ConsistencyCode1
Character-Preserving Coherent Story VisualizationCode1
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
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
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion—0
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline ContextCode0
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