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@ChestertonSam-p5x 6 күн бұрын
Jones Brian Smith Kenneth Thomas Donna
@ZulfiqarZaidi-m4e 25 күн бұрын
Schmidhuber putting the ADVERSERIAL in GANs @ 1:03:00
@revathik9225 3 ай бұрын
Where is that music from? Love it
@steven2358 3 ай бұрын
Lol. That's "Insensatez" by Antonio Carlos Jobim
@TobiSemester 3 ай бұрын
My role model we are science 🔭🧪
@axe863 4 ай бұрын
Neurosymbolic and Heterogenous Modalities are needed
@andrewstang8590 4 ай бұрын
Excellent presentation ❤❤
@asdf56790 6 ай бұрын
This is such an amazing introduction to this topic!
@Nur_Md._Mohiuddin_Chy._Toha 6 ай бұрын
👍👍👍👍👍👍
@christiansmith-of7dt 9 ай бұрын
Its super depressing
@chukidz 10 ай бұрын
Agree with you..i have asked Chat GPT but gave me the wrong syntax
@ibstayfly 10 ай бұрын
I was recently scammed. I used a reverse image app and found out that I was catfished. So how do I find out the real person I was talking to
@michaeltse321 11 ай бұрын
Not convinced. Does it run correctly - lol
@nkorochinaechetam2516 Жыл бұрын
I read about him and looked him up on KZbin. Brilliance and speech is in UNION
@soulwinnerskingdomministri212 Жыл бұрын
Good one
@iwayannararyapramana8788 Жыл бұрын
sometimes, geogebra give me a code to input on geogebra. Do you know, how to input that code?
@steven2358 Жыл бұрын
There should be an input field on the bottom of the window.
@CharlesVanNoland Жыл бұрын
"Exsetra.... exsetra... exsetra..." The word is ET-CET-ER-A!
@MarioFilhoML Жыл бұрын
Great musical taste!
@PlanetXtreme Жыл бұрын
Hey thanks for the cool chrome extension, made life a bit easier
@g.l.5072 Жыл бұрын
I dont think people realize this is one of the most important lectures in the past 100 years... GAN... it will be everywhere soon.
@tobiasarndt5640 Жыл бұрын
who is using gans?
@togo7022 9 ай бұрын
gans are dead lol
@erkinalp Жыл бұрын
52 million is about as much as Spain 🤓
@erkinalp Жыл бұрын
Would be good to see a comparison with European census practices, which instead evolved to use no field surveys and instead perform all the statistics based on the data on interconnected government information systems.
@NeriaUzan Жыл бұрын
18:03
@albertwang6066 Жыл бұрын
very informative and inspirational talk
@nathanielmoseley1265 2 жыл бұрын
For more information check out this video! kzbin.info/www/bejne/h5_YYaeep9mJbKM
@nathanielmoseley1265 2 жыл бұрын
RAHHHHHH I LOVE AMERICA!!!! I HATE THE ISIS
@AvielLivay 2 жыл бұрын
13:24 when searching for the best theta, Ian is summing over the log of the probabilities rather than over the probabilities, why?
@piclkesthedrummer6439 Жыл бұрын
If it's still relevant, I'll try to help. This is called maximum likelyhood estimation, which is the product of the estimated probabilities on the training dataset. As derivative of product is not easy to work with, we take a log of this, so this yields the sum of logs. As log is a monotonous function it doesn't change the local minimum and is easier to take the derivative of. Hope it helped
@huanranchen 2 жыл бұрын
NeurIPS tutorial always great!
@yididiyayilma900 2 жыл бұрын
30:00 The most intuitive explaination for stochastic optimization I have ever heard so far.
@junkbingo4482 2 жыл бұрын
you can use traditional econometric tools as well ( as it was formerly known as 'econometrics', and not ' data science') btw when i see the questions regarding time series on AI forums, i have absolutely no doubt that nobody will get what a garch process is, neither a garch-m ( which was developped, as i can remember it... by andrew ng) cheers
@robensonlarokulu4963 2 жыл бұрын
1:03:00 Long live Jurgen. Not suprised after seeing even Perelman's proof being attempted to be stolen.
@MunkyChunk 2 жыл бұрын
Very well organised lecture, thank you Ian!
@alexandermaddison1152 2 жыл бұрын
😂
@hangchen 2 жыл бұрын
13:53 老弟真的没礼貌
@justinking5964 Жыл бұрын
Hello do you like to play lottery pick 3?
@hangchen Жыл бұрын
@@justinking5964 Never played it. Why?
@justinking5964 Жыл бұрын
@@hangchen I assumed you are not American. Just ask randomly.
@hangchen Жыл бұрын
@@justinking5964 Lol yea your assumption is correct. Do most Americans play lottery pick 3?
@fenglongsong4760 2 жыл бұрын
Really clear! Best tutorial to talk about the relationship between optimal control and reinforcement learning I've ever seen!
@user-pz7sl4qq9v 2 жыл бұрын
Well well well another prodigy from stanford that has made a.i more complicated and sophisticated for the better good of humanity 😔... Isnt GAN whats CONDUCTING the war now lol 😂. I remember movie WARGAMES
@alexismarquez3674 2 жыл бұрын
TO FLORENTINO S. SUSALO III. THANK YOU FOR COURTING ME. EVEN THOUGH YOU ARE A LESS FORTUNATE. I KNOW YOU TRULY LOVE ME. HE COURTED ME DECENTLY. THANK YOU FLORENTINO S. SUSALO III FOR ALL THE SACRIFICES. THE LLUSTRISSIMO FAMILY BACKGROUND JUST LIKES THE PROPERTIES FROM MANILA TO ZAMBOANGA CITY. RACHEL LU STARTED IT BACK IN 2013 IN ZAMBOANGA CITY WATER DISTRICT COMPANY.
@alexismarquez3674 2 жыл бұрын
RACHEL LU JUST LIKES THE PROPERTIES FROM MANILA TO ZAMBOANGA CITY. THE LLUSTRISSIMO FAMILY BACKGROUND ARE INSINCERE. FLORENTINO S. SUSALO III DIDN'T LET ME SPEND WHEN HE COURTED ME.
@alexismarquez3674 2 жыл бұрын
I KNOW JOHN PLATT WHEN FLORENTINO S. SUSALO III COURTED ME. I KNOW FLORENTINO S. SUSALO III IS SINCERE. THE LLUSTRISSIMO FAMILY BACKGROUND JUST LIKES THE PROPERTIES FROM MANILA TO ZAMBOANGA CITY. THE LLUSTRISSIMO FAMILY BACKGROUND ARE INSINCERE.
@ruchirjain1163 2 жыл бұрын
i came here just to understand GANs a bit better, didn't realize i would strike gold at 1:03:00
@kanishktantia7899 2 жыл бұрын
Can you give your study plan as in how do you get it?
@ruchirjain1163 2 жыл бұрын
@@kanishktantia7899 just watch a couple of videos on this, derive the min-max loss atleast once on paper. See a basic implementation of GAN from scratch. I was doing it just for making a ppt on a research paper (StyleGAN2), so this was more than enough for me. Same goes for any other topic in DL. I was just dipping my feet in the deep sea of DL, i ain't touching it again.
@kanishktantia7899 2 жыл бұрын
@@ruchirjain1163 Sure , that might help. Im looking for higher study opportunities from abroad in this space only. Can you help me in any capacity?
@ruchirjain1163 2 жыл бұрын
@@kanishktantia7899 it depends mate, i would say you should try going for thesis if u have that in ur university
@kanishktantia7899 2 жыл бұрын
@@ruchirjain1163 I graduated last year, working these days.. not enrolled currently at any university..I'm looking for that only. Any lab or any university in US or maybe somewhere else.
@WahranRai 3 жыл бұрын
Why make it simple when you can make it complicated !
@eyalpaz3095 3 жыл бұрын
Great talk
@priyamdey3298 3 жыл бұрын
31:09 onwards for the deeper dive
@abdullatifalitahlil4916 3 жыл бұрын
At 10:52 back in the day when I was in form two secondary school; our Math teacher challenged us to find integer x in the equation: 2^2 + 3^2 = x^2. I wish I knew Fermat's last theorem. I never forget that equation!
@NozUrbina 3 жыл бұрын
Where can we get the photos from the slides?
@EB3103 3 жыл бұрын
This ian kid is rude and not so goodfellow. Schmidhuber politely just asked a question and got attacked
@EB3103 3 жыл бұрын
And also schmidhuber can be his father, he should show a little more respect
@NavinF 2 жыл бұрын
@@EB3103 Ok boomer
@Nickyreaper2008 2 жыл бұрын
We're talking about a guy that says he invented "generative adversarial networks", when the paper clearly mentions 7 other people, university staff and more working on the project. Of course he's gonna talk like that.
@floydamide 5 ай бұрын
@@Nickyreaper2008 He also likes to call himself "The industry lead"
@joelwillis2043 3 жыл бұрын
Academic thief.
@pattiknuth4822 3 жыл бұрын
What an annoying speaker. I hate when the speaker raises the pitch of his voice at the end of each sentence. Incredibly irritating. It's distracting.
@manishbolbanda9872 3 жыл бұрын
to convert quite a blur image to a high resolution clear image which one should i use GAN or VAE?
@neuron8186 3 жыл бұрын
Really good fellow