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The Ethereal
Discovering the Hidden Vocabulary of DALLE-2
June 01, 2022 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Giannis Daras, Alexandros G. Dimakis
arXiv ID
2206.00169
Category
cs.LG: Machine Learning
Cross-listed
cs.CL,
cs.CR,
cs.CV
Citations
75
Venue
arXiv.org
Last Checked
5 months ago
Abstract
We discover that DALLE-2 seems to have a hidden vocabulary that can be used to generate images with absurd prompts. For example, it seems that \texttt{Apoploe vesrreaitais} means birds and \texttt{Contarra ccetnxniams luryca tanniounons} (sometimes) means bugs or pests. We find that these prompts are often consistent in isolation but also sometimes in combinations. We present our black-box method to discover words that seem random but have some correspondence to visual concepts. This creates important security and interpretability challenges.
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