[ML News] Google introduces Pathways | OpenAI solves Math Problems | Meta goes First Person

[ML News] Google introduces Pathways | OpenAI solves Math Problems | Meta goes First Person

Nov 11, 2021
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#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/introducing-pathways-next-generation-ai-architecture/?utm_source=pocket_mylist OpenAI trains Language Models to do High School Math https://openai.com/blog/grade-school-math/ https://arxiv.org/abs/2110.14168 Sam Altman says Neural Networks truly learn https://twitter.com/sama/status/1450857134648823809?s=09&t=KazQPHo6Epn0M6ihs4DqHg&utm_source=pocket_mylist Google AI researchers frustrated with lawyers https://archive.ph/lsQJJ#selection-2855.0-2855.294 DeepMind RL Lecture Series 2021 https://deepmind.com/learning-resources/reinforcement-learning-series-2021 Fashion Store sells Adversarial Patches https://twitter.com/naotokui/status/1450673712722702340 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/status/1454079471154257923 Scite classifies scientific citations https://scite.ai https://direct.mit.edu/qss/article/doi/10.1162/qss_a_00146/102990/scite-A-smart-citation-index-that-displays-the Facebook AI Ego4D dataset & challenges https://ai.facebook.com/blog/teaching-ai-to-perceive-the-world-through-your-eyes Tesla Dojo Configurable Floating Point Spec https://tesla-cdn.thron.com/static/SBY4B9_tesla-dojo-technology_OPNZ0M.pdf?xseo=&response-content-disposition=inline%3Bfilename%3D%22tesla-dojo-technology.pdf%22 Windows releases PyTorch-DirectML for Deep Learning on DirectX GPUs https://devblogs.microsoft.com/windowsai/introducing-pytorch-directml-train-your-machine-learning-models-on-any-gpu/ Helpful Things https://github.com/achaiah/pywick?utm_source=pocket_mylist https://github.com/orybkin/lexa-benchmark?utm_source=pocket_mylist https://orybkin.github.io/lexa/ https://twitter.com/danijarh/status/1438137568688807942?utm_source=pocket_mylist https://github.com/RobertTLange/mle-hyperopt https://keras.io/examples/vision/mobilevit/?utm_source=pocket_mylist https://twitter.com/osanseviero/status/1451929248231563265?utm_source=pocket_mylist https://huggingface.co/spaces/flax-community/image-captioning https://huggingface.co/transformers/master/model_doc/visionencoderdecoder.html https://github.com/facebookresearch/bitsandbytes https://arxiv.org/abs/2110.11216 https://arxiv.org/pdf/2110.11216.pdf https://github.com/facebookresearch/xformers https://superbbenchmark.org/ https://arxiv.org/abs/2110.07731 https://github.com/BaguaSys/bagua?utm_source=pocket_mylist https://github.com/cgarciae/treex https://jax.readthedocs.io/en/latest/pytrees.html Traders use ML to analyze CEOs' language https://www.reuters.com/technology/ai-can-see-through-you-ceos-language-under-machine-microscope-2021-10-20/ Cadbury creates DeepFake ads for local Indian businesses https://www.bgr.in/entertainment/shah-rukh-khan-not-just-a-cadbury-ad-twitter-diwali-celebration-1016913/ This Shoe Does Not Exist https://www.thisshoedoesnotexist.com/ Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher Twitter: https://twitter.com/ykilcher Discord: https://discord.gg/4H8xxDF BitChute: https://www.bitchute.com/channel/yannic-kilcher Minds: https://www.minds.com/ykilcher Parler: https://parler.com/profile/YannicKilcher LinkedIn: https://www.linkedin.com/in/ykilcher BiliBili: https://space.bilibili.com/1824646584 If you want to support me, the best thing to do is to share out the content :) If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: https://www.subscribestar.com/yannickilcher Patreon: https://www.patreon.com/yannickilcher

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
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