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

Feb 16, 2022

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Yannic Kilcher

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#mlnews #alphacode #openai The latest and greatest from the world of Machine Learning! Merch: http://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/Competitive-programming-with-AlphaCode https://alphacode.deepmind.com/#layer=18,problem=34,heads=11111111111 https://storage.googleapis.com/deepmind-media/AlphaCode/competition_level_code_generation_with_alphacode.pdf https://twitter.com/DBahdanau/status/1489009994007674881?utm_source=pocket_mylist https://openai.com/blog/formal-math/ https://arxiv.org/pdf/2202.01344.pdf https://blog.eleuther.ai/announcing-20b/?utm_source=pocket_mylist https://sites.google.com/view/stylegan-xl/ https://arxiv.org/pdf/2202.00273.pdf https://ar5iv.org/ https://ar5iv.org/html/1910.06709 https://twitter.com/YiTayML/status/1488556619256328192?utm_source=pocket_mylist https://ffcv.io/ https://github.com/ott-jax/ott https://twitter.com/soumithchintala/status/1488206868573040641?utm_source=pocket_mylist https://github.com/facebookresearch/dietgpu https://www.reddit.com/r/MachineLearning/comments/shazv1/n_changes_in_the_icml_2022_review_process/?utm_source=pocket_mylist https://icml.cc/Conferences/2022/ReviewForm https://icml.cc/Conferences/2022/CallForPapers https://ai.facebook.com/blog/harmful-content-can-evolve-quickly-our-new-ai-system-adapts-to-tackle-it/?utm_source=pocket_mylist https://www.technologyreview.com/2022/01/31/1044576/corsight-face-recognition-from-dna/ 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/yannic-kilcher 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/yannickilcher Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

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

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