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The latest and greatest from the world of Machine Learning!

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OUTLINE:

0:00 - Intro

0:15 - Sponsor: Weights & Biases

3:15 - DeepMind's AlphaCode: AI competitive programmer

11:30 - OpenAI uses language models to prove math theorems

14:30 - StyleGAN XL: Scaling StyleGAN to diverse datasets

16:10 - ar5iv.org displays papers as HTML5

17:40 - Helpful Things

19:30 - ICML22 Review process changes

21:15 - Meta AI tackles harmful content classification using few-shot learning

23:55 - Company claims to produce face images from DNA

References:

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

https://alphacode.deepmind.com/#layer...

https://storage.googleapis.com/deepmi...

https://twitter.com/DBahdanau/status/...

https://openai.com/blog/formal-math/

https://arxiv.org/pdf/2202.01344.pdf

https://blog.eleuther.ai/announcing-2...

https://sites.google.com/view/stylega...

https://arxiv.org/pdf/2202.00273.pdf

https://ar5iv.org/

https://ar5iv.org/html/1910.06709

https://twitter.com/YiTayML/status/14...

https://ffcv.io/

https://github.com/ott-jax/ott

https://twitter.com/soumithchintala/s...

https://github.com/facebookresearch/d...

https://www.reddit.com/r/MachineLearn...

https://icml.cc/Conferences/2022/Revi...

https://icml.cc/Conferences/2022/Call...

https://ai.facebook.com/blog/harmful-...

https://www.technologyreview.com/2022...

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