Your Daily AI Research tl;dr - 2022-11-01 ??

Your Daily AI Research tl;dr - 2022-11-01 ??

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.

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1?? gCoRF: Generative Compositional Radiance Fields

"We present a compositional generative model, where each semantic part of the object is represented as an independent 3D representation learnt from only in-the-wild 2D data."

Link to the paper: https://arxiv.org/pdf/2210.17344.pdf

2?? Monocular Dynamic View Synthesis: A Reality Check

They introduce two new metrics for monocular dynamic view synthesis: co-visibility masked image metrics and correspondence accuracy, which overcome the issue in existing protocols, and propose a new iPhone dataset that includes more diverse real-life deformation sequences.

Link to the paper: https://arxiv.org/pdf/2210.13445.pdf

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?? A weekly newsletter you should follow!

The newsletter I am referring to is AlphaSignal. If you like my daily newsletter, you'll love Lior's weekly recap of the top 1% of papers, tweets, GitHub repos, and more. He developed an algorithm to figure out the most interesting papers, repos and tweets from the research community and manually curates the last few to ensure quality. I recently discovered it and it is awesome. You will love it and the quality is simply out of this world! Have a look at his newsletter and let me know what you think!

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Louis

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