[ML News] Microsoft trains 530B model | ConvMixer model fits into single tweet | DeepMind profitable

#mlnews #turingnlg #convmixer

Your latest upates on what's happening in the Machine Learning world.

OUTLINE:

0:00 - Intro

0:16 - Weights & Biases raises on 1B valuation (sponsored)

2:30 - Microsoft trains 530 billion parameter model

5:15 - StyleGAN v3 released

6:45 - A few more examples may be worth billions of parameters

8:30 - ConvMixer fits into a tweet

9:45 - Improved VQGAN

11:25 - William Shatner AI chats about his life

12:35 - Google AI pushes material science

14:10 - Gretel AI raises 50M for privacy protection

16:05 - DeepMind's push into ML for biology

19:00 - Schmidhuber laudates Kunihiko Fukushima for Bower Award

21:30 - Helpful Things

22:25 - Mosaic ML out of stealth mode

23:55 - First German self-driving train

24:45 - Ex-Pentagon Chief: China has already won

26:25 - DeepMind becomes profitable

Sponsor: Weights & Biases

https://wandb.com

References:

Microsoft Trains 530B Parameter Model

https://www.microsoft.com/en-us/resea...

StyleGAN 3 Code Released

https://nvlabs.github.io/stylegan3/

https://github.com/NVlabs/stylegan3

https://colab.research.google.com/git...

When do labels help?

https://arxiv.org/pdf/2110.04374.pdf

ml_paper.bruh

https://openreview.net/pdf?id=TVHS5Y4...

Improved VQGAN

https://openreview.net/pdf?id=pfNyExj7z2

William Shatner "AI" & Storyfile

https://www.livescience.com/william-s...

https://www.storyfile.com/

GoogleAI Finds Complex Metal Oxides

https://ai.googleblog.com/2021/10/fin...

GretelAI raises 50M Series B

https://techcrunch.com/2021/10/07/gre...

https://gretel.ai/

https://gretel.ai/blog/why-privacy-by...

DeepMind's Push in ML for Bio

https://www.biorxiv.org/content/10.11...

https://deepmind.com/blog/article/enf...

Kunihiko Fukushima wins Bower Award: Schmidhuber Congratulates

https://www.fi.edu/laureates/kunihiko...

https://www.youtube.com/watch?v=ysOw6...

Helpful Things

https://github.com/UKPLab/beir#beers-...

https://arxiv.org/pdf/2104.08663.pdf

https://bayesoptbook.com/

https://github.com/nvlabs/imaginaire/

https://github.com/NVlabs/imaginaire/...

MosaicML out of Stealth Mode

https://www.mosaicml.com/

https://www.mosaicml.com/blog/founder...

https://app.mosaicml.com/library/imag...

https://github.com/mosaicml/composer

https://mosaicml-composer.readthedocs...

Germany's first self-driving train

https://techxplore.com/news/2021-10-g...

Ex-Pentagon Chief: China has already won tech war

https://nypost.com/2021/10/11/pentago...

DeepMind becomes profitable

https://bdtechtalks.com/2021/10/07/go...

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