2 years ago

#pathways #mlnews #ego4d

Your irregular dose of Machine Learning News.

OUTLINE:
0:00 - Intro
0:20 - Sponsor: Weights & Biases
2:10 - Google Introduces Pathways AI Architecture
6:30 - OpenAI trains Language Models to do High School Math
8:25 - Sam Altman says Neural Networks truly learn
9:35 - Google AI researchers frustrated with lawyers
12:10 - DeepMind RL Lecture Series 2021
12:40 - Fashion Store sells Adversarial Patches
13:15 - A viable method to remove the GIL from CPython
15:05 - BigScience Workshop releases T0
17:40 - Huggingface Hub Dataset Viewer
18:10 - Scite classifies scientific citations
19:25 - Facebook AI Ego4D dataset & challenges
21:50 - Tesla Dojo Configurable Floating Point Spec
23:10 - Windows releases PyTorch-DirectML for Deep Learning on DirectX GPUs
23:50 - Helpful Things
33:00 - Traders use ML to analyze CEOs' language
34:20 - Cadbury creates DeepFake ads for local Indian businesses
35:25 - This Shoe Does Not Exist

Sponsor: Weights & Biases
https://wandb.com

References:
Google Introduces Pathways AI Architecture
https://blog.google/technology/ai/int...

OpenAI trains Language Models to do High School Math
https://openai.com/blog/grade-school-...
https://arxiv.org/abs/2110.14168

Sam Altman says Neural Networks truly learn
https://twitter.com/sama/status/14508...

Google AI researchers frustrated with lawyers
https://archive.ph/lsQJJ#selection-28...

DeepMind RL Lecture Series 2021
https://deepmind.com/learning-resourc...

Fashion Store sells Adversarial Patches
https://twitter.com/naotokui/status/1...

A viable method to remove the GIL from CPython
https://lwn.net/Articles/872869/

BigScience Workshop releases T0
https://bigscience.huggingface.co/
https://arxiv.org/abs/2110.08207
https://huggingface.co/bigscience/T0pp

Huggingface Hub Dataset Viewer
https://twitter.com/huggingface/statu...

Scite classifies scientific citations
https://scite.ai
https://direct.mit.edu/qss/article/do...

Facebook AI Ego4D dataset & challenges
https://ai.facebook.com/blog/teaching...

Tesla Dojo Configurable Floating Point Spec
https://tesla-cdn.thron.com/static/SB...

Windows releases PyTorch-DirectML for Deep Learning on DirectX GPUs
https://devblogs.microsoft.com/window...

Helpful Things
https://github.com/achaiah/pywick?utm...
https://github.com/orybkin/lexa-bench...
https://orybkin.github.io/lexa/
https://twitter.com/danijarh/status/1...
https://github.com/RobertTLange/mle-h...
https://keras.io/examples/vision/mobi...
https://twitter.com/osanseviero/statu...
https://huggingface.co/spaces/flax-co...
https://huggingface.co/transformers/m...
https://github.com/facebookresearch/b...
https://arxiv.org/abs/2110.11216
https://arxiv.org/pdf/2110.11216.pdf
https://github.com/facebookresearch/x...
https://superbbenchmark.org/
https://arxiv.org/abs/2110.07731
https://github.com/BaguaSys/bagua?utm...
https://github.com/cgarciae/treex
https://jax.readthedocs.io/en/latest/...

Traders use ML to analyze CEOs' language
https://www.reuters.com/technology/ai...

Cadbury creates DeepFake ads for local Indian businesses
https://www.bgr.in/entertainment/shah...

This Shoe Does Not Exist
https://www.thisshoedoesnotexist.com/

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