FreeStory keeps character identity consistent across free-form story images by grounding pronouns/type mentions to descriptions and reusing attention features with dynamic masks, correspondence matching, KV injection, and query blending.
Storynizor: Consistent story generation via inter-frame synchronized and shuffled id injection.arXiv preprint arXiv:2409.19624, 2024
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FreeStory: Training-Free Character Consistency for Free-Form Visual Storytelling
FreeStory keeps character identity consistent across free-form story images by grounding pronouns/type mentions to descriptions and reusing attention features with dynamic masks, correspondence matching, KV injection, and query blending.