Two Minute Papers
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers
❤️ Their mentioned post is available here: https://app.wandb.ai/ayush-thakur/interpretability/reports/Interpretability-in-Deep-Learning-with-W%26B—GradCAM–Vmlldzo5MTIyNw
📝 The paper “Generative Pretraining from Pixels (Image GPT)” is available here:
https://openai.com/blog/image-gpt/
Tweets:
Website layout: https://twitter.com/sharifshameem/status/1283322990625607681
Plots: https://twitter.com/aquariusacquah/status/1285415144017797126?s=12
Typesetting math: https://twitter.com/pavtalk/status/1285410751092416513
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
Aleksandr Mashrabov, Alex Haro, Alex Paden, Andrew Melnychuk, Angelos Evripiotis, Benji Rabhan, Bruno Mikuš, Bryan Learn, Christian Ahlin, Daniel Hasegan, Eric Haddad, Eric Martel, Gordon Child, Javier Bustamante, Lorin Atzberger, Lukas Biewald, Michael Albrecht, Nikhil Velpanur, Owen Campbell-Moore, Owen Skarpness, Ramsey Elbasheer, Robin Graham, Steef, Sunil Kim, Taras Bobrovytsky, Thomas Krcmar, Torsten Reil, Tybie Fitzhugh.
If you wish to support the series, click here: https://www.patreon.com/TwoMinutePapers
Károly Zsolnai-Fehér’s links:
Instagram: https://www.instagram.com/twominutepapers/
Twitter: https://twitter.com/twominutepapers
Web: https://cg.tuwien.ac.at/~zsolnai/
#GPT3
The cat at 2:35 is holding onto its papers. A true scholar.
don't be a fool…the AI don't know anything it's just analyzing photos from internet and the photoshop it together
Neat.
Now imagine games using such technologies to generate worlds, terrain and architectures, quests and events, AI driven NPCs and monsters. A dynamically generated content constantly adapting to the player in a believable fashion, where NPCs feel truly alive and able to conduct a non-scripted conversation, and each game evolves in a different direction, with locations and events unique to each game session. The possibilities are mind-blowing.
Humans are very soon to be obsolete. What a time to be alive!
What does the accuracy means here ? Because there is no classification involved, how does one measure the accuracy of such a network ? Because it outputs candidates images, which one shoud be selected and compared to the ground truth ? How is the accuracy calculated ?
Edit : yeah i know, i'm gonna read the paper
GPT3 is so cool
¿y los hologramas son de verdad o es que editaron el concierto de vocaloid y splatoon
"hello i am under the water, please help me" His voice fits this meme
I think "imagination" is the right term.
I have no idea how computing-intensive this would be, but I would love if they released an easy-to-use version for us to play with xD
Oh cool so this AI can fill in the gap in my family photos of where my dad was supposed to be?
Amazing
Just out of curiosity, but for each 'result' does it provide a level of certainty or chance? When ML image generation 'going wrong' produces some really disturbing imagery…
I'mma be using one of these cats as a profile pic, they are good and educated kittys.
oh no. first deepfake porn, now we have open AI GPT porn.
plop an imagine of someone that's showing skin up to the shoulders. crop out the rest. open AI finishes a completely nude drawing :O
I am now imagining what the world will be like if the AI outperforms the level of humans.
I'm not studying art ever again. It's pointless at this point.
So now AI can have imagination.,
This is scary !!
If only our governments were trained on 100 billion parameters
Screw your silly robots
3:05 The AI believed the stripes were steps. We can deduce this from the elongated shadows in the 1st example, and then reduced shadows according to higher "steps" number.
Interesting. I guess body motion wasn't catch correctly and from there, it's less likely people are having a talk on crosswalk than on the lower steps of a stair 😀
Why are the images such a poor quality? Is it part of the experiment?
I doubt he does the voice over anymore. Would be funny to see if the viewers could spot the difference between him and some speech synthesis algorithm.
Elon Musk is one of the co-founders. Get your Tesla stocks ladies and gentlemen!
GPT-3 is phenomenal and truly a breakthrough. However, it has been over hyped and warped by non-academic community and media.
Once and for all… GPT-3 is not AI and it won’t be replacing programmers anytime soon.
I have been following the AI presented here for a while, but this is obviously witchcraft.
I would like to know how generous the AI would be when provided with the top half of a naked fellow.
Hitler's cat, we're all thinking it.
If they can use this in video games everything would change
😃
AI is taking all our jobs 🙁
20 years later…
well some mistakes were made
now we live underground
I can't wait for 4chan to get wind of this and post incomplete narco murder pics.
Year 2020: An AI making half Photoshop's tools useless.
Whatever you do don't install it in a Genetic Lifeform and Disk Operating System! Unless of course you really like testing that is…
That first Seal image guess is lookin a little doofy, but impressive nonetheless.
But can it beat The Turk?
YOU FORGOT THE PIXELS
1:38 Me when reading the divorce papers.
Wow! What a time to be (a)l(i)ve!
4:25 LOL, the first render of the seal
I can envision a day when machine learning AI is designing microprocessors that operate far more efficiently and faster than any before, and then THAT new iteration is used to create the next iteration, etc until at last we have a resultant processor that is so complicated that we don't actually understand how it works anymore.
Dear everybody who (despite knowing nothing about how a computer works) said that computers cannot be creative,
Check. And. Mate.