“Emojich—Zero-Shot Emoji Generation Using Russian Language: a Technical Report”, 2021-12-04 (; similar):
This technical report presents a text-to-image neural network “Emojich” that generates emojis using captions in Russian language as a condition.
We aim to keep the generalization ability of a pretrained big model ruDALL·E Malevich (XL) 1.3b parameters at the fine-tuning stage, while giving special style to the images generated. Here are presented some engineering methods, code realization, and all hyper-parameters for reproducing results.
Additionally, a Telegram bot is available where everyone can create their own customized sets of stickers. Some newly generated emojis obtained by the “Emojich” model are also demonstrated.