Story Visualization
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Benchmarks
Most implemented
Character-Preserving Coherent Story Visualization
Consistent Story Generation with Asymmetry Zigzag Sampling
ViStoryBench: Comprehensive Benchmark Suite for Story Visualization
Papers
ReCap: Lightweight Referential Grounding for Coherent Story Visualization
Story Visualization aims to generate a sequence of images that faithfully depicts a textual narrative that preserve character identity, spatial configuration, and stylistic coherence as the narratives unfold. Maintaining…
Story VisualizationBOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration
Recent advancements in Large Generative Models (LGMs) have revolutionized multi-modal generation. However, generating illustrated storybooks remains an open challenge, where prior works mainly decompose this task into se…
Story VisualizationLogiStory: A Logic-Aware Framework for Multi-Image Story Visualization
Generating coherent and communicative visual sequences, such as image sequences and videos, remains a significant challenge for current multimodal systems. Despite advances in visual quality and the integration of world …
Story VisualizationImage GenerationVideo GenerationDirecting the Narrative: A Finetuning Method for Controlling Coherence and Style in Story Generation
Story visualization requires generating sequential imagery that aligns semantically with evolving narratives while maintaining rigorous consistency in character identity and visual style. However, existing methodologies …
Story VisualizationStory GenerationPersistent Story World Simulation with Continuous Character Customization
Story visualization has gained increasing attention in computer vision. However, current methods often fail to achieve a synergy between accurate character customization, semantic alignment, and continuous integration of…
Visual StorytellingStory VisualizationDreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models
Current story visualization methods tend to position subjects solely by text and face challenges in maintaining artistic consistency. To address these limitations, we introduce DreamingComics, a layout-aware story visual…
Story Visualization