ML News - New ImageNet SOTA | Uber's H3 hexagonal coordinate system | New text-image-pair dataset (Video)

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://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
H3: Uber’s Hexagonal Hierarchical Spatial Index

NeurIPS 2021 DeepRacer Challenge
https://www.aicrowd.com/challenges/ne
AWS DeepRacer - the fastest way to get rolling with machine learning
Groups · Deepracer · GitLab

Helpful Libraries

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
Linux in Sunworld - Slashdot

Tensorflow DirectML on AMD
https://wccftech.com/amd-microsoft-br

Schmidhuber: Turing Oversold
https://people.idsia.ch//~juergen/tur