[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind

#mlnews #gpt3 #pathways

Your updates on the latest and greatest from the depths of Machine Learning!

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OUTLINE:
0:00 – Intro
0:15 – Weights & Biases Report about Reports
2:45 – GPT-3 learns to edit
6:30 – Make-A-Scene: Text-to-Image with Human Priors
8:00 – Pathways: Google’s new High-Performance ML scheduler
10:45 – DouBlind: Open Peer-Review
12:45 – CLIP meets GamePhysics
14:40 – Residual Quantization pushes Image Generation SOTA
16:15 – Helpful Things

References:
Weights & Biases Report about Reports
https://wandb.ai/wandb/wandb_example/reports/How-many-discoveries-were-lost-because-they-weren-t-written-down—VmlldzoxMjY3MDk5

GPT-3 learns to edit
https://openai.com/blog/gpt-3-edit-insert/?utm_source=pocket_mylist
https://beta.openai.com/playground?model=code-davinci-002

Make-A-Scene: Text-to-Image with Human Priors
https://arxiv.org/pdf/2203.13131.pdf

Pathways: Google’s new High-Performance ML scheduler
https://arxiv.org/pdf/2203.12533.pdf

DouBlind: Open Peer-Review
https://doublind.com/#web-intro
https://doublind.com/search?query=kilcher

CLIP meets GamePhysics
https://arxiv.org/pdf/2203.11096.pdf

[Red Dead Redemption 2] Things you find in RDR2 from GamePhysics


https://asgaardlab.github.io/CLIPxGamePhysics/

Residual Quantization pushes Image Generation SOTA
https://arxiv.org/pdf/2203.01941.pdf
https://github.com/kakaobrain/rq-vae-transformer

Helpful Things
https://github.com/TDAmeritrade/stumpy
https://github.com/linkedin/fasttreeshap
https://github.com/vopani/jaxton


https://github.com/eilab-gt/NovGrid
https://developer.nvidia.com/isaac-gym
https://github.com/NVIDIA-Omniverse/IsaacGymEnvs

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