[ML News] AI learns to search the Internet | Drawings come to life | New ML journal launches

#webgpt #aiart #mlnews

The latest and greatest from the Machine Learning world.

OUTLINE:
0:00 - Intro
0:20 - Sponsor: Weights & Biases
2:40 - WebGPT: When GPT-3 can search the Internet
15:45 - MetaAI brings children's drawings to life
17:15 - OpenAI lets anyone fine-tune GPT-3
18:15 - New Journal: Transactions on Machine Learning Research
21:20 - Hugging Face buys Gradio
22:45 - Helpful Things
28:35 - NetHack Challenge winners announced
29:20 - Characters for good, created by AI

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

References:
WebGPT: When GPT-3 can search the Internet
https://openai.com/blog/improving-factual-accuracy/
https://cdn.openai.com/WebGPT.pdf

MetaAI brings children's drawings to life
https://ai.facebook.com/blog/using-ai-to-bring-childrens-drawings-to-life
https://sketch.metademolab.com/canvas
https://tech.fb.com/ai-childrens-drawings/?utm_source=Twitter&utm_medium=organic_social&utm_campaign=TECH2021H2

OpenAI lets anyone fine-tune GPT-3
https://openai.com/blog/customized-gpt3/
https://openai.com/api/pricing/

New Journal: Transactions on Machine Learning Research
https://medium.com/@hugo_larochelle_65309/announcing-the-transactions-on-machine-learning-research-3ea6101c936f
https://jmlr.org/tmlr/

Hugging Face buys Gradio
https://gradio.app/joining-huggingface/

Helpful Things
https://github.com/kakaobrain/minDALL-E
https://github.com/borisdayma/dalle-mini
https://github.com/deepmind/arnheim
https://colab.research.google.com/github/deepmind/arnheim/blob/master/arnheim_3.ipynb
http://duebenchmark.com/leaderboard
https://github.com/due-benchmark
http://duebenchmark.com/data
https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/069059b7ef840f0c74a814ec9237b6ec-Abstract-round2.html
https://github.com/nyu-mll/quality
https://github.com/nyu-mll/quality/blob/main/quality_preprint.pdf
https://huggingface.co/blog/perceiver
https://arxiv.org/pdf/2112.05682.pdf
https://towardsdatascience.com/deriving-convolution-from-first-principles-4ff124888028
https://ai.googleblog.com/2021/12/training-machine-learning-models-more.html
https://github.com/huawei-noah/HEBO
https://www.sberbank.com/news-and-media/press-releases/article?newsID=a26a208d-6c72-4f8a-a3b7-aefe1112cbae&blockID=7®ionID=77&lang=en&type=NEWS
https://sbercloud.ru/ru/datahub/rugpt3family/rudall-e-12b?_ga=2.169749668.48600719.1639868013-1523472348.1639868013

NetHack Challenge winners announced
https://nethackchallenge.com/report.html

Characters for good, created by AI
https://news.mit.edu/2021/ai-generated-characters-for-good-1216

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

Видео [ML News] AI learns to search the Internet | Drawings come to life | New ML journal launches канала Yannic Kilcher