[ML News] DeepMind does Nowcasting | The Guardian's shady reporting | AI finishes Beethoven's 10th

#deepmind #nowcasting #machinelearning

Your holy update on what's new in the Machine Learning world.

OUTLINE:

0:00 - Intro

0:30 - DeepMind tackles Nowcasting

3:30 - The Guardian's shady reporting on TruthfulQA

6:15 - Stochastic training not necessary for generalization

7:35 - Google AI's efficient partitioning of road networks

9:15 - MiniHack Reinforcement Learning Environment

10:45 - Plato XL 11B dialog model

11:35 - AI finishes Beethoven's 10th Symphony

13:10 - AI casts doubt on painting authenticity

15:55 - ShadowDragon social media surveillance

18:45 - Helpful Libraries

25:20 - Samsung to copy-paste brains onto chips

References:

DeepMind improves Nowcasting

https://deepmind.com/blog/article/now...

https://www.nature.com/articles/s4158...

https://github.com/deepmind/deepmind-...

https://colab.research.google.com/git...

The Guardian's shady reporting on TruthfulQA

https://www.theguardian.com/commentis...

Stochastic Training is Not Necessary for Generalization

https://arxiv.org/pdf/2109.14119.pdf

Google AI - Efficient Partitioning of Road Networks

https://ai.googleblog.com/2021/09/eff...

MiniHack Reinforcement Learning Environment

https://ai.facebook.com/blog/minihack...

Baidu PLATO-XL 11B Dialog Model

http://research.baidu.com/Blog/index-...

AI finishes Beethoven's 10th Symphony

https://thenextweb.com/news/computer-...

AI casts doubt on paining authenticity

https://www.smithsonianmag.com/smart-...

https://art-recognition.com/

https://art-recognition.com/case-stud...

https://art-recognition.com/faq/

ShadowDragon Social Media Surveillance

https://www.rt.com/usa/535630-ai-surv...

https://theintercept.com/2021/09/21/s...

Helpful Libraries / Datasets

https://huggingface.co/infinity

https://yanaiela.github.io/TNE/?s=09&...

https://arxiv.org/abs/2109.10282

https://github.com/microsoft/unilm/tr...

https://medium.com/people-ai-research...

https://raft.elicit.org/

https://huggingface.co/spaces/ought/r...

https://huggingface.co/spaces/ought/r...

https://arxiv.org/pdf/2109.14076.pdf

https://arxiv.org/pdf/2109.14394.pdf

https://www.robots.ox.ac.uk/~vgg/rese...

https://zenodo.org/record/5528345#.YV...

https://github.com/yukimasano/PASS/

https://openreview.net/pdf?id=BwzYI-K...

https://github.com/pytorch/data?utm_s...

Samsung Method to copy paste brain onto chip

https://www.engadget.com/samsung-copy...

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