Your Daily AI Research tl;dr - 2022-06-29 ??

Welcome to your official daily AI research tl;dr (often with code and news) for AI enthusiasts 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. I will also take this opportunity to share daily exciting news in the field.

Let's get started with this iteration!

1?? Video2StyleGAN: Encoding Video in Latent Space for Manipulation

A new approach leveraging StyleGAN for semantic face video manipulation reusing the high-resolution portion of the latent vector to enforce temporal consistency and capturing subtle face motions and expressions with novel losses that involve sparse facial landmarks and dense 3D face mesh

Link to the paper: https://arxiv.org/abs/2206.13078

2?? CopyCat2: A Single Model for Multi-Speaker TTS and Many-to-Many Fine-Grained Prosody Transfer

The abstract is simply perfect: "a novel model capable of: a) synthesizing speech with different speaker identities, b) generating speech with expressive and contextually appropriate prosody, and c) transferring prosody at fine-grained level between any pair of seen speakers."

Link to the paper: https://arxiv.org/abs/2206.13443

?? Amazon launched?CodeWhisperer, another AI-powered service that generates code

CodeWhiperer provides recommendations based on contextual information, such as the cursor location in the source code, code that precedes the cursor, and code in other files in the same project. It also responds to simple natural language prompts, such as "upload a file with server side encryption."

It is now in preview, read more here: https://aws.amazon.com/fr/codewhisperer/

And we are already at the end of this iteration!

I hope you liked the format. Please subscribe and share it with your AI techy friends if you've enjoyed it or if it was helpful. Feel free to follow my weekly newsletter where I go in-depth into one of the papers shared, and our newsletter at Towards AI, sharing the most exciting news, papers, articles, and memes weekly.

Thank you for reading,

Louis