Your Daily AI Research tl;dr — 2022–08–05 🧠

Generating Artistic Content, Improving Prompt Tuning and Artificial intelligence enabling the design of novel proteins!

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.

1️⃣ 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 ©, or a combination of style parameters.

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

2️⃣ 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.”