[ML News] DeepMind AlphaCode | OpenAI math prover | Meta battles harmful content with AI

#mlnews #alphacode #openai

The latest and greatest from the world of Machine Learning!
Merch: store.ykilcher.com

Sponsor: Weights & Biases
https://wandb.me/yannic

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...

Links:
TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick
YouTube: https://www.youtube.com/c/yannickilcher
Twitter: https://twitter.com/ykilcher
Discord: https://discord.gg/4H8xxDF
BitChute: https://www.bitchute.com/channel/yann...
LinkedIn: https://www.linkedin.com/in/ykilcher
BiliBili: https://space.bilibili.com/2017636191

If you want to support me, the best thing to do is to share out the content :)

If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):
SubscribeStar: https://www.subscribestar.com/yannick...
Patreon: https://www.patreon.com/yannickilcher
Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq
Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2
Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m
Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n