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

Apr 06, 2022

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Yannic Kilcher

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#mlnews #gpt3 #pathways Your updates on the latest and greatest from the depths of Machine Learning! Sponsor: Weights & Biases https://wandb.me/yannic 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 https://www.youtube.com/watch?v=QLTyqoJJKTo 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 https://www.reddit.com/r/GamePhysics/comments/9rqabp/red_dead_redemption_2_things_you_find_in_rdr2/ 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://twitter.com/mark_riedl/status/1507351959422087173?utm_source=pocket_mylist https://github.com/eilab-gt/NovGrid https://developer.nvidia.com/isaac-gym https://github.com/NVIDIA-Omniverse/IsaacGymEnvs Links: Merch: http://store.ykilcher.com 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/yannic-kilcher LinkedIn: https://www.linkedin.com/in/ykilcher BiliBili: https://space.bilibili.com/2017636191 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/yannickilcher Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

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

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