Historical context & research account
Textual Inversion learns a new text embedding without retraining an entire model. Visual concepts, objects and styles can be represented through a new composable word within the system. This is an effective method of personalisation, not a claim that the nature of artistic style can be reduced to a token.
Dates & version record
Date displayed for this node：2022-08-02 · Date recorded in the research master：2022-08-02
These dates refer to the historical event or recorded version, not this page’s publication date. The original date precision and unresolved questions are retained.
Original sources & further reading
These links lead to the cited paper, article, institution or conference page. External texts retain their source languages.
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
https://arxiv.org/abs/2208.01618
Current cited URL
Provenance, translation & verification
Archive node #093 · Historical node
Research masters & supplement references · 3
AI Art Genealogy Research Master · p. 28 · 093
Date as recorded: 2022-08-02
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion ↗
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
GenAI Visual Release Chronology Research Master · p. 7 · R030
Date as recorded: 2022-08-02
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion ↗
Textual Inversion
GenAI Visual Release Chronology Research Master · p. 7 · R031
Date as recorded: 2022-08-02
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion ↗
Textual Inversion — An Image is Worth One Word
Archive account adapted from the masters, not a full translation of the linked work. AI-assisted translation; human review pending.
The master’s research claims and dates await independent verification.
Cite this node
ANTI-AI ARCHIVE. An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion. Art-history node #093. https://salondesrefuses.cn/en/art-history/093
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