2 years ago

GTC Registration Link: https://ykilcher.com/gtc
Your regular updates on what's going on in the ML world!

OUTLINE:
0:00 - Intro
0:20 - Register to Nvidia GTC and win a 3090!
4:15 - DeepMind's Ithaca deciphers Lost Ancient Texts
6:45 - Drug discovery model turns toxic
10:00 - Gary Marcus: Deep Learning is hitting a wall
19:40 - GopherCite: Backing up answers with citations
22:40 - Yoshua Bengio appointed knight of the legion of honour
23:00 - Meta AI tags parody account of Yoshua Bengio
23:40 - Building games using just natural language
24:55 - YOU.com adds writing assistant
25:45 - Horace He: How to brrr
26:35 - Karpathy: Reproducing Yann LeCun's 1989 paper
27:50 - Pig grunt emotion classifier
28:20 - AI annotates protein domain functions
29:40 - Atwood & Carmack: 10k self-driving car bet
30:50 - Helpful Things

References:
Register to GTC and win a 3090!
https://twitter.com/NVIDIAEU/status/1...
https://www.nvidia.com/gtc/keynote/?n...
https://www.nvidia.com/gtc/?ncid=ref-...
https://www.nvidia.com/gtc/keynote/
https://www.nvidia.com/gtc/training/
https://developer.nvidia.com/nvidia-o...

DeepMind deciphers Lost Ancient Texts
https://deepmind.com/blog/article/Pre...
https://www.nature.com/articles/s4158...
https://github.com/deepmind/ithaca
https://ithaca.deepmind.com/?job=eyJy...

Drug discovery model turns toxic
https://www.theverge.com/2022/3/17/22...
https://www.nature.com/articles/s4225...

Gary Marcus: Deep Learning is hitting a wall
https://nautil.us/deep-learning-is-hi...
https://www.youtube.com/watch?v=fVkXE...

GopherCite: Backing up answers with citations
https://deepmind.com/research/publica...

Yoshua Bengio appointed knight of the legion of honour
https://mila.quebec/en/professor-yosh...

Meta AI tags parody account
https://twitter.com/MetaAI/status/150...

Building games using just natural language
https://andrewmayneblog.wordpress.com...

YOU.com adds writing assistant
https://you.com/search?q=how%20to%20w...

Horace He: How to brrr
https://horace.io/brrr_intro.html

Karpathy: Reproducing Yann LeCun's 1989 paper
https://karpathy.github.io/2022/03/14...

Pig grunt emotion classifier
https://science.ku.dk/english/press/n...

AI annotates protein domain functions
https://ai.googleblog.com/2022/03/usi...
https://google-research.github.io/pro...

Atwood & Carmack: 10k self-driving car bet
https://blog.codinghorror.com/the-203...

Helpful Things
https://github.com/recognai/rubrix
https://twitter.com/taiyasaki/status/...
https://github.com/mosaicml/composer?...
https://mujoco.org/
https://mujoco.readthedocs.io/en/late...
https://github.com/deepmind/mctx?utm_...
https://padl.ai/
https://github.com/LaihoE/did-it-spill
https://pytorch.org/blog/pytorch-1.11...

Links:
TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick
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Twitter: https://twitter.com/ykilcher
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BiliBili: https://space.bilibili.com/2017636191

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