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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 1–42 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
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion ModelsCode2
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
TaleCrafter: Interactive Story Visualization with Multiple CharactersCode2
Synthesizing Coherent Story with Auto-Regressive Latent Diffusion ModelsCode2
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story VisualizationCode1
StoryGPT-V: Large Language Models as Consistent Story VisualizersCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
Story Visualization by Online Text Augmentation with Context MemoryCode1
AutoStory: Generating Diverse Storytelling Images with Minimal Human EffortCode1
Character-Preserving Coherent Story VisualizationCode1
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and CompletionCode1
StoryBench: A Multifaceted Benchmark for Continuous Story VisualizationCode1
Improving Generation and Evaluation of Visual Stories via Semantic ConsistencyCode1
Integrating Visuospatial, Linguistic and Commonsense Structure into Story VisualizationCode1
Show Me a Story: Towards Coherent Neural Story IllustrationCode0
Character-Centric Story Visualization via Visual Planning and Token AlignmentCode0
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
Masked Generative Story Transformer with Character Guidance and Caption AugmentationCode0
Modular StoryGAN with Background and Theme Awareness for Story VisualizationCode0
StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationCode0
StoryGAN: A Sequential Conditional GAN for Story VisualizationCode0
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline ContextCode0
Word-Level Fine-Grained Story VisualizationCode0
Improved Visual Story Generation with Adaptive Context Modeling—0
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling—0
Counterfactual Edits for Generative Evaluation—0
Generating a Temporally Coherent Visual Story by Multimodal Recurrent Transformers—0
Generating a Temporally Coherent Image Sequence for a Story by Multimodal Recurrent Transformers—0
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models—0
Style Generation: Image Synthesis based on Coarsely Matched Texts—0
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion—0
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control—0
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation—0
CogCartoon: Towards Practical Story Visualization—0
Object Isolated Attention for Consistent Story Visualization—0
An Impartial Transformer for Story Visualization—0
Learning to Model Multimodal Semantic Alignment for Story Visualization—0
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