2022–11–16 | Your Daily AI Research tl;dr 🧠

Canva has now a text-to-image model, extreme Image Compression and Versatile Diffusion: Text, Images and Variations All in One Diffusion Model!

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 Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models

“We propose a generative image compression method that demonstrates the potential of saving an image as a short text embedding which in turn can be used to generate high-fidelity images which is equivalent to the original one perceptually.

Link to the paper: https://arxiv.org/abs/2211.07793

2️⃣ Versatile Diffusion: Text, Images and Variations All in One Diffusion Model

“In this work, we expand the existing single-flow diffusion pipeline into a multi-flow network, dubbed Versatile Diffusion (VD), that handles text-to-image, image-to-text…