[ML News] DeepMind AlphaCode | OpenAI math prover | Meta battles harmful content with AI
827#mlnews #alphacode #openai
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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/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/
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