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

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

Sponsor: Weights & Biases
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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/...

GPT-3 learns to edit
https://openai.com/blog/gpt-3-edit-in...
https://beta.openai.com/playground?mo...

Make-A-Scene: Text-to-Image with Human Priors
https://arxiv.org/pdf/2203.13131.pdf
https://www.youtube.com/watch?v=QLTyq...

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=kil...

CLIP meets GamePhysics
https://arxiv.org/pdf/2203.11096.pdf
https://www.reddit.com/r/GamePhysics/...
https://asgaardlab.github.io/CLIPxGam...

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

Helpful Things
https://github.com/TDAmeritrade/stumpy
https://github.com/linkedin/fasttreeshap
https://github.com/vopani/jaxton
https://twitter.com/mark_riedl/status...
https://github.com/eilab-gt/NovGrid
https://developer.nvidia.com/isaac-gym
https://github.com/NVIDIA-Omniverse/I...

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