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Discovering the Hidden Vocabulary of DALLE-2 | | Giannis Daras
; Alexandros G. Dimakis
; | | Date: |
1 Jun 2022 | | 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
exttt{Apoploe vesrreaitais} means birds and exttt{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. | | Source: | arXiv, 2206.00169 | | Services: | Forum | Review | PDF | Favorites | |
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