Latent Space Human Face Synthesis | Two Minute Papers #191

Two Minute Papers - 2017-09-24

The paper "Optimizing the Latent Space of Generative Networks" is available here:
https://arxiv.org/pdf/1707.05776.pdf

Khan Academy's video on the Nash equilibrium:
https://www.khanacademy.org/economics-finance-domain/microeconomics/nash-equilibrium-tutorial/nash-eq-tutorial/v/prisoners-dilemma-and-nash-equilibrium

Earlier episodes showcased in the video:
Image Editing with Generative Adversarial Networks - https://www.youtube.com/watch?v=pqkpIfu36Os
AI Learns to Synthesize Pictures of Animals - https://www.youtube.com/watch?v=D4C1dB9UheQ
AI Makes 3D Models From Photos - https://www.youtube.com/watch?v=HO1LYJb818Q

Font paper:
http://vecg.cs.ucl.ac.uk/Projects/projects_fonts/projects_fonts.html


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Music: Antarctica by Audionautix is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/)
Artist: http://audionautix.com/ 

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StatikVerse The Shock - 2017-09-24

I just want to be as consistent as Károly Zsolnai-Fehér's "And I'll see you, next tiiime!"

F Eryth - 2017-09-24

The intro, too. His voice is just so... soothing

Zilch - 2017-09-24

OOFT
THAT FONT SPACE
gimme dat paper, I'm making myself some infinite fonts

Two Minute Papers - 2017-09-24

Check the description. :)

Lego Technic Mastery - 2017-09-25

Amazed by the font generator 😰 !!! Best of the best as usual ;)

Martiddy - Sama - 2017-09-24

2:20 hamburgefon (HAMBURGEFON)

DaMonki - 2017-09-24

((HaMBuRGefON))

aeris bueller - 2017-09-25

https://images-na.ssl-images-amazon.com/images/I/61dbsVaVPCL._SL1024_.jpg

Martiddy - Sama - 2017-09-25

aeris bueller Perfect!

RicoElectrico - 2017-09-25

Vapor Wave - sama This is a common nonsense word for typeface evaluation ;)

Alan Moses - 2017-09-24

I love what you do, keep on doing it. I'd also love to see other amazing papers beyond computer graphics too. There's a lot of great stuff out there.

Always here - 2017-09-24

amazing! Definitely worth learning

Amine roula - 2017-09-25

I love what you are doing ;)

Amine roula - 2017-09-25

i wish two minute papers becomes 2 hours papers :D

CrackerJacked - 2017-09-25

awesome video!!! thanks for sharing

hectorbacchus - 2017-09-25

I want more!!

NoCommentHere - 2017-09-26

I can't wait until this is able to create high resolution images or video. I think that it would blur the line between truth and lies, depending on who wields the A.I.

Paul Wilkinson - 2017-09-24

@twominutepapers You totally skipped over the human face synthesis!? The title of the vid has nothing to do with the content of the vid! Grrr

Bleagle - 2017-09-25

Paul Wilkinson .. a + b - c = ?

Bleagle - 2017-09-25

Okay I agree, the title is misleading and a bit click-baity -- but it still has SOMETHING to do with the video

野村ERIK - 2019-06-04

Soon we'll be able to detect "criminals" before they commit a crime, by predicting character traits based on aggregate data from mug shots and criminal records.

ProCactus - 2017-09-28

Painting your self as an elephant zebra wont fool the Terminator.

Emmanuel explique Bitcoin - 2017-09-27

Am I the only one who doesn't understand a thing but is amazed by the images and all the possibilities ?

WastedWizard - 2017-09-24

Ooh im early.
Nice vids.

Kunj Patel - 2017-09-27

SIR THIS ALL VIDEOS ARE AWESOME BUT PLEASE TELL WHERE TO START IN LEARNING MACHINE LEARNING....... WHICH LANGUAGE TO LEARN BEFORE ???? WHICH SOFTWARE WE WILL NEED ????? WHERE ARE SOME GOOD MACHINE LEARNING COURSE ????? SIR PROVIDE THESE DETAILS WHICH MAY HELP THOUSANDS OF YOUR USERES TO CREATE SUCH MACHINE LEARNING PROJECTS

Golol cohan - 2017-09-29

kunj patel lmao google it yourself
Python, learn tensorflow

LordGryllwotth - 2017-09-25

I'm scared! AI, Quantum computers.
Something that can be used as a weapon.
Human nature is faults, AI's would probably remove that. Isn't we living in a paradise right now? We can have choices, we can deside for ourself, we can hurt, we can kill.
For me AI and quantum computers are scary as electric cars are for people. It will take some time to adjust.

The future can be great, or the worst that have ever happened.

Mutual destruction.

Y G - 2017-09-24

I am the second !!

Prockstem - 2017-09-24

This has so many business applications! Who wants to work together pm me.