[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

Meet the researcher using AI to build children’s animations

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&regionID=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

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