Yannic Kilcher Videos (Audio Only) artwork

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

Yannic Kilcher Videos (Audio Only)

English - February 16, 2022 09:00 - 26 minutes - 24.7 MB - ★★★★★ - 1 rating
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Previous Episode: Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents (+Author)
Next Episode: HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning (w/ Author)

#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/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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