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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 26–42 of 42 papers

TitleStatusHype
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models—0
Generating a Temporally Coherent Image Sequence for a Story by Multimodal Recurrent Transformers—0
Generating a Temporally Coherent Visual Story by Multimodal Recurrent Transformers—0
Improved Visual Story Generation with Adaptive Context Modeling—0
Learning to Model Multimodal Semantic Alignment for Story Visualization—0
An Impartial Transformer for Story Visualization—0
Object Isolated Attention for Consistent Story Visualization—0
Style Generation: Image Synthesis based on Coarsely Matched Texts—0
StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationCode0
Word-Level Fine-Grained Story VisualizationCode0
Show Me a Story: Towards Coherent Neural Story IllustrationCode0
Modular StoryGAN with Background and Theme Awareness for Story VisualizationCode0
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline ContextCode0
Masked Generative Story Transformer with Character Guidance and Caption AugmentationCode0
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
Character-Centric Story Visualization via Visual Planning and Token AlignmentCode0
StoryGAN: A Sequential Conditional GAN for Story VisualizationCode0
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