[ML News] Text-to-Image models are taking over! (Imagen, DALL-E 2, Midjourney, CogView 2 & more)

#mlnews #dalle #imagen

All things text-to-image models like DALL-E and Imagen!

OUTLINE:
0:00 – Intro
0:30 – Imagen: Google’s Text-to-Image Diffusion Model
7:15 – Unified I/O by AllenAI
9:40 – CogView2 is Open-Source
11:05 – Google bans DeepFakes from Colab
13:05 – DALL-E generates real Cosmopolitan cover
15:45 – DALL-E tips & tricks
17:00 – Midjourney moves to Open Beta
17:50 – DALLE-mini is not Crayon
19:00 – Deep Learning Resources

References:
Imagen: Google’s Text-to-Image Diffusion Model
https://imagen.research.google/?utm_source=pocket_mylist
https://arxiv.org/pdf/2205.11487.pdf

Unified I/O by AllenAI
https://unified-io.allenai.org/
https://blog.allenai.org/introducing-ai2s-unified-io-9c0ec7fe1e43

CogView2 is Open-Source
https://github.com/THUDM/CogView2
file:///Users/yk/Downloads/big.1.pdf
https://huggingface.co/spaces/THUDM/CogView2
https://arxiv.org/pdf/2204.14217.pdf

Google bans DeepFakes from Colab
https://www-vice-com.cdn.ampproject.org/c/s/www.vice.com/amp/en/article/v7v4gx/google-bans-deepfakes-from-its-machine-learning-platform?utm_source=pocket_mylist

DALL-E generates real Cosmopolitan cover
https://www.cosmopolitan.com/lifestyle/a40314356/dall-e-2-artificial-intelligence-cover/
https://www.instagram.com/p/CfEwohiJdXW/?hl=en

DALL-E tips & tricks

The DALL·E 2 Prompt Book

Midjourney moves to Open Beta
https://twitter.com/midjourney?lang=en
https://twitter.com/search?q=%23midjourney&f=image

DALLE-mini is not Crayon
https://www.craiyon.com/

Deep Learning Resources
https://github.com/jacobhilton/deep_learning_curriculum
https://arxiv.org/abs/2206.13446
https://arxiv.org/pdf/2206.13446.pdf

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