[ML News] DeepMind controls fusion | Yann LeCun's JEPA architecture | US: AI can't copyright its art
Mar 08, 2022
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#mlnews #deepmind #fusion
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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
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References:
https://wandb.me/yannic
DeepMind uses RL to control nuclear fusion
https://deepmind.com/blog/article/Accelerating-fusion-science-through-learned-plasma-control
https://www.nature.com/articles/s41586-021-04301-9/figures/1
https://www.nature.com/articles/s41586-021-04301-9.pdf
https://www.alexirpan.com/2018/02/14/rl-hard.html
Google responds to carbon emission estimates
https://ai.googleblog.com/2022/02/good-news-about-carbon-footprint-of.html
Yann LeCun proposes new architecture for world models
https://ai.facebook.com/blog/yann-lecun-advances-in-ai-research
Fruit fly neurons may perform multiplication
https://www.nature.com/articles/s41586-022-04428-3
Emojisearch App
https://twitter.com/lilianweng/status/1488791391358513153
https://www.emojisearch.app/
https://github.com/lilianweng/emoji-semantic-search/blob/main/server/app.py
Ar5iv officially in arXiv labs
https://blog.arxiv.org/2022/02/21/arxiv-articles-as-responsive-web-pages/
Tech media may be only slightly conscious
https://twitter.com/ilyasut/status/1491554478243258368
https://futurism.com/the-byte/openai-already-sentient
https://interestingengineering.com/ai-might-be-conscious
https://futurism.com/mit-researcher-conscious-ai
https://www.dailymail.co.uk/sciencetech/article-10503703/Artificial-Intelligence-expert-warns-slightly-conscious-AI.html
https://futurism.com/conscious-ai-backlash
https://www.dailystar.co.uk/tech/news/conscious-ai-already-exist-expert-26223303
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?linkCode=gs2&tag=oreilly200c-21
Helpful Things
https://github.com/j3soon/tbparse
https://github.com/openvinotoolkit/anomalib
https://liuliu66.github.io/articulationobjects/
https://github.com/RobertTLange/evosax
https://github.com/google/evojax
https://github.com/google/evojax/pull/9
https://github.com/facebookresearch/textlesslib
https://standard-ai.github.io/Standard-Sim/
https://twitter.com/PatrickPlaten/status/1493916630967066626?utm_source=pocket_mylist
https://aimagelab.ing.unimore.it/imagelab/page.asp?IdPage=42&utm_source=pocket_mylist
https://github.com/yashbhalgat/HashNeRF-pytorch?utm_source=pocket_mylist
https://github.com/patrick-kidger/diffrax
https://github.com/AI4Finance-Foundation/FinRL
https://huggingface.co/AI-Nordics/bert-large-swedish-cased
https://huggingface.co/AI-Nordics/gpt-sw3
https://paperswithcode.com/dataset/muld
https://github.com/JonasGeiping/breaching
https://github.com/Weixin-Liang/MetaShift
US Office: AI can't copyright its art
https://www.theverge.com/2022/2/21/22944335/us-copyright-office-reject-ai-generated-art-recent-entrance-to-paradise
https://www.urbasm.com/2016/05/artificial-intelligence-visions-art-of-a-dying-brain/
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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
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
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