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Two Minute Papers: OpenAI’s DALL-E 2: Even More Beautiful Results! 🤯

❤️ Train a neural network and track your experiments with Weights & Biases here: http://wandb.me/paperintro

📝 The paper “Hierarchical Text-Conditional Image Generation with CLIP Latents” is available here:

📝 Our Separable Subsurface Scattering paper with Activision-Blizzard:

Separable Subsurface Scattering – Computer Graphics Forum 2015 (presented at EGSR 2015) – J. Jimenez, K. Zsolnai, A. Jarabo, C. Freude, T. Auzinger, X-C. Wu, J. von der Pahlen, M. Wimmer and D. Gutierrez

📝Our earlier papers with the caustics:

Photorealistic Material Editing Through Direct Image Manipulation – Computer Graphics Forum (EGSR 2020) – Károly Zsolnai-Fehér, Peter Wonka, Michael Wimmer

Automatic Parameter Control for Metropolis Light Transport – Eurographics 2013, Short Paper – Károly Zsolnai, László Szirmay-Kalos (2013)

Try it out: https://huggingface.co/spaces/dalle-mini/dalle-mini (once again, note that this is a reduced version. it also runs through gradio, which is pretty cool, check it out!)

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Thumbnail background design: Felícia Zsolnai-Fehér – http://felicia.hu

00:00 What is DALL-E 2?
01:40 DALL-E 1 vs DALL-E 2
02:15 1 – It can make videos
03:04 2 – Leonardo da Apple
03:19 3 – Robot learns a new language
03:28 4 – New AI-generated drinks!
04:12 5 – Toilet car
04:27 6 – Lightbulbs!
04:56 7 – Murals
05:11 8 – Darth Ant
05:23 9 – Text!
06:14 10 – Pro photography
06:28 Subsurface scattering!
07:10 Try it out yourself!
07:45 Changing the world

Tweet sources:
Fantasy novel: https://twitter.com/wenquai/status/1527312285152452608
Leonardo: https://twitter.com/nin_artificial/status/1524330744600055808/photo/1
Encyclopedia: https://twitter.com/giacaglia/status/1513271094215467008?s=21
Modernize: https://twitter.com/model_mechanic/status/1513588042145021953
Robot learning: https://twitter.com/AravSrinivas/status/1514217698447663109
Drinks: https://twitter.com/djbaskin/status/1514735924826963981
Toilet car: https://twitter.com/PaulYacoubian/status/1514955904659173387/photo/2
Lightbulb: https://twitter.com/mattgroh/status/1513837678172778498
Murals: https://twitter.com/_dschnurr/status/1516449112673071106/photo/1
Darth Ant: https://twitter.com/hardmaru/status/1519224830989684738
Sign: https://twitter.com/npew/status/1520050727770488833/photo/1
Hand: https://twitter.com/graycrawford/status/1521755209667555328

Károly Zsolnai-Fehér’s links:
Instagram: https://www.instagram.com/twominutepapers/
Twitter: https://twitter.com/twominutepapers
Web: https://cg.tuwien.ac.at/~zsolnai/

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