Yannic Kilcher Videos (Audio Only) artwork

[ML News] New ImageNet SOTA | Uber's H3 hexagonal coordinate system | New text-image-pair dataset

Yannic Kilcher Videos (Audio Only)

English - September 28, 2021 15:12 - 14 minutes - 13.2 MB - ★★★★★ - 1 rating
Technology Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset
Next Episode: Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment (Paper Explained)

#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

Twitter Mentions