[ML News] New ImageNet SOTA | Uber's H3 hexagonal coordinate system | New text-image-pair dataset
#truthfulqa #efficientnet #laion400M Your regularly irregular updates on what's happening in the Machine Learning world. OUTLINE: 0:00 - Intro 0:20 - TruthfulQA benchmark shines new light on GPT-3 2:00 - LAION-400M image-text-pair dataset 4:10 - GoogleAI's EfficientNetV2 and CoAtNet 6:15 - Uber's H3: A hexagonal coordinate system 7:40 - AWS NeurIPS 2021 DeepRacer Challenge 8:15 - Helpful Libraries 9:20 - State of PyTorch in September 2021 10:05 - Physics-Based Deep Learning Book 10:35 - Music-conditioned 3D dance generation 11:40 - Stallman's take on legal issues with Codex 12:20 - Tensorflow DirectML on AMD GPUs 13:00 - Schmidhuber Blog: Turing Oversold ERRATA: Uber's H3 is actually not new, but from 2018 References: TruthfulQA - A benchmark assessing truthfulness of language models https://owainevans.github.io/pdfs/tru... LAION-400M image-text-pair dataset https://laion.ai/laion-400-open-dataset/ https://laion.ai/#top https://gogetfunding.com/help-us-buil... https://rom1504.github.io/clip-retrie... GooleAI releases EfficientNetV2 and CoAtNet https://ai.googleblog.com/2021/09/tow... Uber's H3 hexagonal coordinate systems https://eng.uber.com/h3/?utm_source=p... NeurIPS 2021 DeepRacer Challenge https://www.aicrowd.com/challenges/ne... https://aws.amazon.com/deepracer/ https://gitlab.aicrowd.com/deepracer/... Helpful Libraries https://github.com/rom1504/img2dataset https://github.com/facebookresearch/v... https://github.com/pyg-team/pytorch_g... https://aws.amazon.com/blogs/machine-... State of PyTorch in September 2021 https://dev-discuss.pytorch.org/t/sta... Physics-Based Deep Learning Book http://physicsbaseddeeplearning.org/i... https://arxiv.org/pdf/2109.05237.pdf Music Conditioned 3D dance generation https://ai.googleblog.com/2021/09/mus... Richard Stallman on Codex legal issues https://news.slashdot.org/story/21/09... Tensorflow DirectML on AMD https://wccftech.com/amd-microsoft-br... Schmidhuber: Turing Oversold https://people.idsia.ch//~juergen/tur... 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/yann... 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/yannick... Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n