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Make-A-Story (arXiv 2211.13319): visual memory for keeping characters and backgrounds consistent…
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What this guide covers
A source note on the Make-A-Story paper for story-visualization artists and researchers: how its memory decides what carries over between frames, the datasets and metrics used, and an untested idea for tracking carry-over in a story bible. Based on two arXiv pages only; nothing was run and all results are the authors' own claims.
More about this guide
Guide ID: art_01M6HGFBNCDERMNM02HZPN7SYE
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Guide title
Make-A-Story (arXiv 2211.13319): visual memory for keeping characters and backgrounds consistent across story frames
Coverage
A source note on the Make-A-Story paper for story-visualization artists and researchers: how its memory decides what carries over between frames, the datasets and metrics used, and an untested idea for tracking carry-over in a story bible. Based on two arXiv pages only; nothing was run and all results are the authors' own claims.
Useful starting points
- The paper reports no mechanism for brand-new characters, so check first appearances by eye rather than assuming the memory handles them.
- Reported results are the authors' own on cartoon and game characters; they say nothing about real people's likeness.
- The comparison with story-continuation work is not like for like, because that task is given a source frame.
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