Story Continuation
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Benchmarks
Most implemented
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context
How Far Can We Extract Diverse Perspectives from Large Language Models?
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models
Papers
DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior
Storyboard synthesis plays a crucial role in visual storytelling, aiming to generate coherent shot sequences that visually narrate cinematic events with consistent characters, scenes, and transitions. However, existing a…
Visual StorytellingStory ContinuationAdaptive Visual Conditioning for Semantic Consistency in Diffusion-Based Story Continuation
Story continuation focuses on generating the next image in a narrative sequence so that it remains coherent with both the ongoing text description and the previously observed images. A central challenge in this setting l…
Story ContinuationLarge Language Models Preserve Semantic Isotopies in Story Continuations
In this work, we explore the relevance of textual semantics to Large Language Models (LLMs), extending previous insights into the connection between distributional semantics and structural semantics. We investigate wheth…
Story ContinuationContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context
Visual storytelling involves generating a sequence of coherent frames from a textual storyline while maintaining consistency in characters and scenes. Existing autoregressive methods, which rely on previous frame-sentenc…
Image GenerationStory ContinuationStory VisualizationText-to-Image Generation+1How Far Can We Extract Diverse Perspectives from Large Language Models?
Collecting diverse human opinions is costly and challenging. This leads to a recent trend in exploiting large language models (LLMs) for generating diverse data for potential scalable and efficient solutions. However, th…
DiversitySentenceSentence EmbeddingsStory ContinuationStoryBench: A Multifaceted Benchmark for Continuous Story Visualization
Generating video stories from text prompts is a complex task. In addition to having high visual quality, videos need to realistically adhere to a sequence of text prompts whilst being consistent throughout the frames. Cr…
Story ContinuationStory GenerationStory VisualizationVideo Generation