MEMES IS ALL YOU NEED - Deep Learning Meme Review - Episode 2 (Part 1 of 2)
deep learning machine learning arxiv explained neural networks ai artificial intelligence paper funny meme memes meme review gpt-3 google deepmind haha deep neural networks christmas sunglasses transformers neurips gathertown pytorch tensorflow paddlepaddle review rebuttal proof theory analysis is all you need captcha stock market state of the art attention
#memes #science #ai

Antonio and I critique the creme de la creme of Deep Learning memes.

Music:
Sunshower - LATASHÁ
Papov - Yung Logos
Sunny Days - Anno Domini Beats
Trinity - Jeremy Blake

More memes:
facebook.com/convolutionalmemes

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 Yannick just kidnapped me and now I'm and he told me okay Antonio just pretend everything is fine Just tell about the papers tell about the memes What's going on Yannick? We're gonna look at pictures and go ha ha All right, we're back Antonio's back welcome back to meme review Antonio lever left How's the channel going the channels going fine, it's like 60 some thousand subscribers 60 million subscribers this is not financial advice Hey uses machine learning machine learns me oh Oh It's still a bit like magic machine learning honestly like you understand everything it's still a bit like magic I don't you do I don't I don't even watch Yannick. I mean what I don't even watch my own videos. So yeah Mom Can we have pie torch? We have pie torch at home pie torch at home I could learn I was always the best after math level course and you know every time every time we do this actually There's a there's a math lab email coming up now just for me and email just just says just for me There's the new math lab 2021 a three release that's gonna be hard for them for all the math lab users to make individual releases exactly there must be at least like Seven math lab users in the world Jim just unsubscribed yesterday Major right major revenue drop. Yeah, they have to fire a half the team hundred people Oh, so you're a human yes name every picture traffic lights I Was like I think that's genius I feel enslaved. Yeah, it's genius. It's so genius to do that The first time I saw that I was like, ah, I don't know that's genius. I Don't have glasses literally anything if state Is this interpretable? Yeah. Yeah, what is this thing fuzzy logic? What is that? What what is that? I think that's right If you if you write your code on wool if you sew it on the wolf speaking of wool. Oh, yeah, of course Oh, yeah This is a it's Christmas. It is Christmas edition Christmas. We're gonna do a couple of additional later When are there kovat machine learning me that was the effect of kovat or machine learning? We have conferences in gather town. Yeah Also, they're also the virtual pretzels that made me laugh in New York. What's a virtual? That was like an event. Okay at four we're gonna have virtual drinks and pretzels So in in gather town, so there's a function to follow someone if you click on the name of someone you can follow them So I stalked a bunch of people if someone walks by you just follow them and it's super creepy Because it's like walking and you'll just be always walking Like this random, but I have to say I have to say I quite enjoy it yeah, I liked it I've come I stopped a bunch of people. It was like I was at my poster. I wanted to talk to James Martins. No, you're watching James And every time he was like, oops I have to go. Sorry. Sorry. I have to I have to go a little pee. I have to go pee. Yeah, sure It would be funny if there's toilets in gather town, you know Are there toilets? I don't know. There are bushes You can only you can only like, you know, the things you pee like the things how's it called? A urinal? The urinal. Yeah Then you can only talk to the two on the left and right By the way Thanks to all the discord members who are largely responsible for these memes. Thank you very much of criminals double-blind review GPT-3 paper It's open AI Who knew oh my god, that's how you do papers. Yeah. Well GPT-3 is now the best paper in Europe Like yeah, it was in Europe. Mm-hmm I remember still last last last year in Europe's but you have this banjo person, you know, you know that guy Did boxing the boxing He does boxing professional boxing nice and even though he does boxing people just you know, yeah They're very close to him. Yeah, just I mean desire to die, you know the society desire to die They asked him question and he was like, I don't care. I just want to do a fight and then Anyone new at AI any new AI technology? Can it beat the stock market? I think I think yeah I think I think this one this one this new one this one new one Able to beat the stock market Transformers will beat the stock market. You know that GPT-3 you just ask it. What's the price tomorrow? It will tell you really it won't be correct, but it will tell you We do have a channel on our discord about stock market prediction. It's easily the most exciting channel I will check it out. Promise check it out. No, you can't just not say prayer work You have to give proper recognition. What about artificial curiosity? Next layer wx plus b smaller than zero Relu stop, please, please, please enough good guy enough of you good guy relu You Which model is this I am state of the art. Do you have the slightest idea how little that narrows it down? Okay, so I watch all your videos and I know them all by heart all of them by heart and also I know them in reverse and uh basically I was wondering how much does improvement of our state of the art mean like really it means one paper Like percent would it's it's if you have if you write the magic letters Sota with the first and the last capitalized The reviewers magically Will lift from their chairs and up to the sky where they'll be treated to a massage Come back down their hand will be guided to the accept button Um Are often obtaining sota Performance by replacing rns with transformers Future is now old man. Yeah future is now Yeah, the funny part is this is already old. It's already old. Yes Now people are replacing conv nets with transformers and getting state of the art I never could a transformer. Yeah, never did you? Um From scratch no see no also I meant What do you think about multi-head attention, uh, that's the best It's just the best the best kind of attention the best kind of attention between any kind of attention Yeah, and uh also like sometimes I I I um, I think it's better than I don't know eating Sleeping what's your favorite transformer multi-head attention? I would also count bumblebee Bumblebee it's from the movie It's a car that can also be a robot transformers Optimus prime Uh, she all about megan fox megan fox Response letter I have been This guy and I have been this guy. Yeah, sometimes i'm very like on some papers I must say But i'm very very very Um, how's it called bloody? Yeah, yeah Yeah, I'll do anything Ready, there's a little bit of a joy, right? Yeah and just being once once the last review I did it was like, okay This was already done in and I cited I I took the time to put the citation of like 10 papers that do this one two three four All of them just to destroy them. Yeah, yeah But yeah, it was not a good paper Yeah, that is from xkcd and when you train predictive models on input from your users It can leak information in unexpected ways The person types in long live the revolution our next meeting will be at and the model completes it To the docs at midnight on june 28 See the interesting thing is that this the meme is about or that the comic is about I'd say six months old at least But just this week a paper came out doing exactly this Yeah, crazy. Yes. Yeah, this is like perfect prediction. Where should I find a paper? Is there a video link to that? Uh, it's going to be yeah, there's going to be a video on that paper. Why are you late? I um Had to pee Oh, okay, so this is this is cat or croissant and I have actually made for you a Presentation where i'm going to test you first one Cat or croissant that was a cat. It was definitely a cat indeed a cat. Okay next one Damn you're good I was a cat I was a croissant damn you're good. Okay. That was a croissant. It was a cat Okay, that was a croissant that was a croissant, okay next one Was ever a very good croissant or a cat a very good croissant though. It was a cat But normal people can't go to the gym to work out because of lockdown me and ml engineer phd students new reps reviewers A well-written research paper Our model is simple and easy to implement When you hear someone still referring to new reps as nips Now that's a name I haven't heard in a long time I got used to that the question the question is why do you say I was at nips 2016? Or do you nips sounds weird now now it sounds I know it sounds weird. Yeah. Yeah, I've had the same experience Why yeah, we did it we time traveled but To what here? Let's ask that guy over there. Hey, what's the coolest deep learning framework? tensorflow we're in 2016 2016 paddle paddle 2021 it's going to happen. I believe it paddle paddle 2021 It's best framework when you're a python cheeser and it's been five minutes since you haven't told anybody how it's better than tensorflow I don't even know what you use. Uh, yanik, but I mean I I I have to say i'll I'll just don't ask just not to get angry at you. Otherwise, and you'll stick with matlab Well, this one can you also be applied to other things? Yes We'll make the title of this video meme review is all you need There's a paper on your desk saying like logarithmic bounds and where to find them. Yeah. Yeah No, it's like ah, yeah It's like fantastic generalization measures and where to find them You should be like electro shocked when you submit this to our archives like ah I think I think they got very accepted clickbait. Oh, it's also by benjo the the brother. Okay pytorch google tensorflow enable eager execution This was a disaster a disaster. I didn't know tensorflow eager mode So pytorch was is always like dynamically constructing your graph. You explained it to me Yeah, yanik, you don't remember but you explained it to me probably I actually gave summer schools on this topic summer school Yeah, the best kind of summer school If you actually look at the tensorflow source code it is littered with if statements if eager then this part piece of code if not eager then this piece it's like two frameworks just Bumped together into one because they wanted to copy pytorch so much And uh, so in a weird statement At that time ai was actually full of if statements Now I understand the meaning way better. See it gives it a new meaning Theoretically well understood the deep learning practices All the pages are in black what the fuck No, yeah, the deep learning is is not a thing. This is me. This is totally it's gonna be it's gonna be fuzzy logic. I told you What do you think the future is gonna look like?
 Yannick just kidnapped me and now I'm and he told me okay Antonio just pretend everything is fine
 Just tell about the papers tell about the memes
 What's going on Yannick? We're gonna look at pictures and go ha ha
 All right, we're back
 Antonio's back welcome back to meme review
 Antonio lever left
 How's the channel going the channels going fine, it's like 60 some thousand subscribers
 60 million subscribers this is not financial advice
 Hey uses machine learning machine learns me oh
 Oh
 It's still a bit like magic machine learning honestly like you understand everything it's still a bit like magic
 I don't you do I don't I don't even watch Yannick. I mean what I don't even watch my own videos. So yeah
 Mom
 Can we have pie torch? We have pie torch at home pie torch at home
 I could learn I was always the best after math level course and you know every time every time we do this actually
 There's a there's a math lab email coming up now just for me and email just just says just for me
 There's the new math lab
 2021 a three release that's gonna be hard for them for all the math lab users to make individual releases
 exactly there must be at least like
 Seven math lab users in the world Jim just unsubscribed yesterday
 Major right major revenue drop. Yeah, they have to fire a half the team hundred people
 Oh, so you're a human yes
 name every picture
 traffic lights I
 Was like I think that's genius I feel enslaved. Yeah, it's genius. It's so genius to do that
 The first time I saw that I was like, ah, I don't know that's genius. I
 Don't have glasses literally anything if state
 Is this interpretable? Yeah. Yeah, what is this thing fuzzy logic? What is that?
 What what is that? I think that's right
 If you if you write your code on wool if you sew it on the wolf speaking of wool. Oh, yeah, of course
 Oh, yeah
 This is a it's Christmas. It is Christmas edition Christmas. We're gonna do a couple of additional later
 When are there kovat machine learning me that was the effect of kovat or machine learning?
 We have conferences in gather town. Yeah
 Also, they're also the virtual pretzels that made me laugh in New York. What's a virtual?
 That was like an event. Okay at four we're gonna have
 virtual drinks and pretzels
 So in in gather town, so there's a function to follow someone if you click on the name of someone you can follow them
 So I stalked a bunch of people if someone walks by you just follow them and it's super creepy
 Because it's like walking and you'll just be always walking
 Like this random, but I have to say I have to say I quite enjoy it yeah, I liked it
 I've come I stopped a bunch of people. It was like I was at my poster. I wanted to talk to
 James Martins. No, you're watching James
 And every time he was like, oops
 I have to go. Sorry. Sorry. I have to I have to go a little pee. I have to go pee. Yeah, sure
 It would be funny if there's toilets in gather town, you know
 Are there toilets? I don't know. There are bushes
 You can only you can only like, you know, the things you pee like the things how's it called?
 A urinal? The urinal. Yeah
 Then you can only talk to the two on the left and right
 By the way
 Thanks to all the discord members who are largely responsible for these memes. Thank you very much of criminals
 double-blind review GPT-3 paper
 It's open AI
 Who knew oh my god, that's how you do papers. Yeah. Well GPT-3 is now the best paper in Europe
 Like yeah, it was in Europe. Mm-hmm
 I remember still last last last year in Europe's but you have this banjo person, you know, you know that guy
 Did boxing the boxing
 He does boxing professional boxing nice and even though he does boxing people just you know, yeah
 They're very close to him. Yeah, just I mean desire to die, you know the society desire to die
 They asked him question and he was like, I don't care. I just want to do a fight and then
 Anyone new at AI any new AI technology? Can it beat the stock market? I think I think yeah
 I think I think this one this one this new one this one new one
 Able to beat the stock market
 Transformers will beat the stock market. You know that GPT-3 you just ask it. What's the price tomorrow?
 It will tell you really it won't be correct, but it will tell you
 We do have a channel on our discord about stock market prediction. It's easily the most exciting channel
 I will check it out. Promise check it out. No, you can't just not say prayer work
 You have to give proper recognition. What about artificial curiosity?
 Next layer wx plus b smaller than zero
 Relu stop, please, please, please enough good guy enough of you good guy relu
 You
 Which model is this
 I am state of the art. Do you have the slightest idea how little that narrows it down?
 Okay, so I watch all your videos and I know them all by heart all of them by heart and also I know them in reverse
 and uh
 basically
 I was wondering how much does improvement of our state of the art mean like really it means
 one paper
 Like percent would it's it's if you have if you write the magic letters
 Sota with the first and the last capitalized
 The reviewers magically
 Will lift from their chairs and up to the sky where they'll be treated to a massage
 Come back down their hand will be guided to the accept button
 Um
 Are often obtaining sota
 Performance by replacing rns with transformers
 Future is now old man. Yeah future is now
 Yeah, the funny part is this is already old. It's already old. Yes
 Now people are replacing conv nets with transformers and getting state of the art
 I never could a transformer. Yeah, never did you?
 Um
 From scratch no see no also I meant
 What do you think about multi-head attention, uh, that's the best
 It's just the best the best kind of attention the best kind of attention between any kind of attention
 Yeah, and uh also like sometimes I I I um, I think it's better than I don't know eating
 Sleeping what's your favorite transformer multi-head attention?
 I would also count bumblebee
 Bumblebee it's from the movie
 It's a car that can also be a robot transformers
 Optimus prime
 Uh, she all about megan fox megan fox
 Response letter
 I have been
 This guy and I have been this guy. Yeah, sometimes i'm very like on some papers
 I must say
 But i'm very very very
 Um, how's it called bloody? Yeah, yeah
 Yeah, I'll do anything
 Ready, there's a little bit of a joy, right? Yeah and just being once once the last review I did it was like, okay
 This was already done in and I cited I I took the time to put the citation of like 10 papers that do this
 one two three four
 All of them just to destroy them. Yeah, yeah
 But yeah, it was not a good paper
 Yeah, that is from xkcd and when you train predictive models on input from your users
 It can leak information in unexpected ways
 The person types in long live the revolution our next meeting will be at and the model completes it
 To the docs at midnight on june 28
 See the interesting thing is that this the meme is about or that the comic is about
 I'd say six months old at least
 But just this week a paper came out doing exactly this
 Yeah, crazy. Yes. Yeah, this is like perfect prediction. Where should I find a paper? Is there a video link to that?
 Uh, it's going to be yeah, there's going to be a video on that paper. Why are you late? I um
 Had to pee
 Oh, okay, so this is this is cat or croissant and I have actually made for you a
 Presentation where i'm going to test you first one
 Cat or croissant that was a cat. It was definitely a cat indeed a cat. Okay next one
 Damn you're good
 I was a cat
 I was a croissant damn you're good. Okay. That was a croissant. It was a cat
 Okay, that was a croissant that was a croissant, okay next one
 Was ever a very good croissant or a cat a very good croissant though. It was a cat
 But normal people can't go to the gym to work out because of lockdown me and ml engineer
 phd students new reps reviewers
 A well-written research paper
 Our model is simple and easy to implement
 When you hear someone still referring to new reps as nips
 Now that's a name I haven't heard in a long time
 I got used to that the question the question is why do you say I was at nips 2016?
 Or do you nips sounds weird now now it sounds I know it sounds weird. Yeah. Yeah, I've had the same experience
 Why yeah, we did it we time traveled but
 To what here?
 Let's ask that guy over there. Hey, what's the coolest deep learning framework?
 tensorflow we're in 2016
 2016 paddle paddle 2021 it's going to happen. I believe it paddle paddle 2021
 It's best framework when you're a python cheeser and it's been five minutes since you haven't told anybody how it's better than tensorflow
 I don't even know what you use. Uh, yanik, but I mean I I I have to say i'll
 I'll just don't ask just not to get angry at you. Otherwise, and you'll stick with matlab
 Well, this one can you also be applied to other things? Yes
 We'll make the title of this video meme review is all you need
 There's a paper on your desk saying like logarithmic bounds and where to find them. Yeah. Yeah
 No, it's like ah, yeah
 It's like fantastic generalization measures and where to find them
 You should be like electro shocked when you submit this to our archives like ah
 I think I think they got very accepted clickbait. Oh, it's also by benjo the the brother. Okay
 pytorch google
 tensorflow enable eager execution
 This was a disaster a disaster. I didn't know tensorflow eager mode
 So pytorch was is always like dynamically constructing your graph. You explained it to me
 Yeah, yanik, you don't remember but you explained it to me probably I actually gave summer schools on this topic summer school
 Yeah, the best kind of summer school
 If you actually look at the tensorflow source code it is littered with if statements
 if eager then this part piece of code if not eager then this piece it's like two frameworks just
 Bumped together into one because they wanted to copy pytorch so much
 And uh, so in a weird statement
 At that time ai was actually full of if statements
 Now I understand the meaning way better. See it gives it a new meaning
 Theoretically well understood the deep learning practices
 All the pages are in black what the fuck
 No, yeah, the deep learning is is not a thing. This is me. This is totally it's gonna be it's gonna be fuzzy logic. I told you
 What do you think the future is gonna look like?