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Your Daily AI Research tl;dr 2022–07–18🧠
One-shot Megapixel Neural Head Avatars, a dataset for podcast audio separation and PLEX: a framework to improve the reliability of deep learning systems!
2 min readJul 18, 2022
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!
1️⃣ MegaPortraits: One-shot Megapixel Neural Head Avatars
They bring megapixel resolution to animated face generations (neural head avatars), focusing on the “cross-driving synthesis” task: when the appearance of the driving image is substantially different from the animated source image.
Link to the paper: https://arxiv.org/pdf/2207.07621.pdf
More results: https://samsunglabs.github.io/MegaPortraits/
