[ML News] DeepMind controls fusion | Yann LeCun's JEPA architecture | US: AI can't copyright its art

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3 years ago
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mlnews deepmind fusion

#mlnews #deepmind #fusion
Updates on what's going on in the ML world!
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OUTLINE:
0:00 - Intro
0:20 - Sponsor: Weights & Biases
2:35 - DeepMind uses Reinforcement Learning to control nuclear fusion
4:35 - Google responds to carbon emission estimates
8:40 - Yann LeCun proposes new architecture for world models
11:05 - Fruit fly neurons may perform multiplication
12:00 - Emojisearch App
12:30 - Ar5iv officially in arXiv labs
12:55 - Language Model Consciousness & Media Hype
16:45 - Vision models are more fair when trained on uncurated data
18:30 - CLIPasso
19:15 - NLP with Transformers Book
20:15 - Helpful Things
26:00 - US Office: AI can't copyright its art

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

References:
https://wandb.me/yannic

DeepMind uses RL to control nuclear fusion
https://deepmind.com/blog/article/Acc...
https://www.nature.com/articles/s4158...
https://www.nature.com/articles/s4158...
https://www.alexirpan.com/2018/02/14/...

Google responds to carbon emission estimates
https://ai.googleblog.com/2022/02/goo...

Yann LeCun proposes new architecture for world models
https://ai.facebook.com/blog/yann-lec...

Fruit fly neurons may perform multiplication
https://www.nature.com/articles/s4158...

Emojisearch App
https://twitter.com/lilianweng/status...
https://www.emojisearch.app/
https://github.com/lilianweng/emoji-s...

Ar5iv officially in arXiv labs
https://blog.arxiv.org/2022/02/21/arx...

Tech media may be only slightly conscious
https://twitter.com/ilyasut/status/14...
https://futurism.com/the-byte/openai-...
https://interestingengineering.com/ai...
https://futurism.com/mit-researcher-c...
https://www.dailymail.co.uk/sciencete...
https://futurism.com/conscious-ai-bac...
https://www.dailystar.co.uk/tech/news...

Vision models are more fair when trained on uncurated data
https://arxiv.org/pdf/2202.08360.pdf

CLIPasso
https://clipasso.github.io/clipasso/

NLP with Transformers Book
https://www.amazon.de/dp/1098103246?l...

Helpful Things
https://github.com/j3soon/tbparse
https://github.com/openvinotoolkit/an...
https://liuliu66.github.io/articulati...
https://github.com/RobertTLange/evosax
https://github.com/google/evojax
https://github.com/google/evojax/pull/9
https://github.com/facebookresearch/t...
https://standard-ai.github.io/Standar...
https://twitter.com/PatrickPlaten/sta...
https://aimagelab.ing.unimore.it/imag...
https://github.com/yashbhalgat/HashNe...
https://github.com/patrick-kidger/dif...
https://github.com/AI4Finance-Foundat...
https://huggingface.co/AI-Nordics/ber...
https://huggingface.co/AI-Nordics/gpt...
https://paperswithcode.com/dataset/muld
https://github.com/JonasGeiping/breac...
https://github.com/Weixin-Liang/MetaS...

US Office: AI can't copyright its art
https://www.theverge.com/2022/2/21/22...
https://www.urbasm.com/2016/05/artifi...

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