Your Daily AI Research tl;dr - 2022-08-05 ??

Welcome to your official daily AI research tl;dr (often with code and news) for AI professionals where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating.

1?? A Fast Text-Driven Approach for Generating Artistic Content

Yes, another image generative model! As shown in the image above, the image (a) can be stylized according to the user’s requirements with a text prompt, a style image (b) and (c), or a combination of style parameters.

Link to the paper: https://arxiv.org/pdf/2208.01748.pdf

2?? Prompt Tuning for Generative Multimodal Pretrained Models

Prompt tuning has become a new paradigm for model tuning. We "figure out that [...] the prompt length, prompt depth, and reparameteratization, have great impacts on the model performance, and thus we empirically provide a recommendation for the setups of prompt tuning."

Link to the paper: https://arxiv.org/pdf/2208.02532.pdf

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?? Artificial intelligence enables the design of novel proteins

Artificial intelligence (AI) has created new possibilities for designing tailor-made proteins to solve everything from medical to ecological problems. The ProtGPT2 model designs new proteins that are capable of stable folding and could take over defined functions in larger molecular contexts. Read more...

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Thank you for reading,

Louis