IanGoodfellow PhD Defense Presentation

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IanGoodfellow PhD Defense Presentation

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Күн бұрын

This video is the presentation of the PhD Defense of Ian Goodfellow.
There is the quick introduction in French, but the presentation is in English.
The slides: drive.google.c...
The thesis: drive.google.c...
Further information about each of these projects can be found at these links:
Spike and slab sparse coding (www-etud.iro.um...)
Multi-prediction deep Boltzmann machines (www-etud.iro.um..., techtalks.tv/ta...)
Maxout networks (jmlr.org/procee..., techtalks.tv/ta...)
Street View address number transcription (arxiv.org/pdf/1..., • ICLR14: I Goodfellow: ... )

Пікірлер: 97

@jokersmith9096 3 жыл бұрын

No idea how the algorithm brought me here but I'm honoured.

@nhatminhdao9480 3 жыл бұрын

bro same here

@gut_ton 3 жыл бұрын

We both probably watch Lex fridman`s channel regularly

@falling_water 3 жыл бұрын

@@gut_ton not me.. Never heard of that name.

@dayooladipo2992 3 жыл бұрын

@@gut_ton Me too. Lex from MIT? Teaches machine learning

@evilbabaroga 3 жыл бұрын

watch the video and youll learn how

@pfever 4 жыл бұрын

Ian such a good fellow

@thattimestampguy 3 жыл бұрын

0:40 Thanks Jury 1:14 Fragmented presentation, with loose relations between articles 1:47 Solving Computer Vision Problems 2:18 The Ability of Software to learn from experience = Machine Learning 2:57 + Maximum Likelihood estimation/prediction (good predictions need strong parameters) 3:46 Gradient Descent 4:37 Supervised Learning (an input x, and a target output, y) 5:07 Unsupervised Learning 6:05 Deep Learning 7:55 Spike-and-Slab Sparse Coding. Motivating CIFAR-10 Results 9:14 Variational Learning ( A Dream, Wavy, Nasty to compute, hard to work with) 11:02 Analytical & Iterative Search Spike Variables, and Slab Variables, Multiplied together 12:44 _Flaw of Scaling_ 15:42 CIFAR-100 Results 16:09 Transfer Learning Challenge 17:46 DBM Training

@omniyambot9876 3 жыл бұрын

fuck u dude.

@TheDeboAdedeji 3 жыл бұрын

Keep doing what you're doing you beautiful human bean.

@jamesang7861 3 жыл бұрын

why is GAN not in his defense?

@MuhammadFirdaus-uc1uy 2 жыл бұрын

@@jamesang7861 because he invented it after he graduated

@AnyFactor 3 жыл бұрын

0:07 most aggressive shush in the history of shushes.

@ultrasound1459 6 ай бұрын

French people be like 💀

@nikitasmolin6232 3 жыл бұрын

You're hired. Welcome to McDonalds.

@maxsimes 3 жыл бұрын

nah, his qualification is (barely) sufficient, but he needs at least two decades of experience. so no, rejected.

@vodkacannon 3 жыл бұрын

Hired? You're overqualified, your job will be getting unemployment checks. #RealLife

@PauloConstantino167 3 жыл бұрын

LOL

@peterxdr 3 жыл бұрын

Are you kidding me? This level of expertise is barely enough to become the floor-sweeper at McDonalds. If he wants the real job, he will require 50 years of experience in a completely unrelated field and at least 6 PhDs. Then, we will think about giving you a job.

@oxyplik3542 Жыл бұрын

Bad joke

@higormonteiro7636 3 жыл бұрын

Maybe the most watched PhD thesis defense ever?

@billykotsos4642 5 жыл бұрын

That's a nice piece of A.I. history right here

@gusbakker 5 жыл бұрын

Yoshua Bengio in the front :)

@humza9460 3 жыл бұрын

Now he's the director of machine learning at Apple

@SouthernHerdsman 5 жыл бұрын

Growth is a beautiful thing.

@hieu1814 3 жыл бұрын

And a legend is born !

@oxyplik3542 Жыл бұрын

8 years , this is not bad , iam here and it's good

@thomas_testing 3 жыл бұрын

Moving to that GPU was a real pro move.

@nikhilweee 6 жыл бұрын

is the Q&A available as well?

@wszjzhang 3 жыл бұрын

guess it's usually not public for thesis defenses

@rcrazy5841 4 жыл бұрын

Every Ph.D student should watch this in their first year.

@paperstars9078 3 жыл бұрын

why?

@gopimeister 3 жыл бұрын

@Nspnspker spot on. this looks like a pretty standard thesis defence and is also pretty much inapplicable for fields outside ML, or even just CS for that matter.

@MuhammadFirdaus-uc1uy 2 жыл бұрын

I view this defense presentation to prepare my defense presentation today

@TheBjjninja 5 жыл бұрын

GAN-father

@miguelangelquicenohincapie2768 3 жыл бұрын

Jurgen Schmidhuber is the GAN-father

@tdot33367 3 жыл бұрын

the Deep Learning Algorithm has bought us here

@jayshah2714 5 жыл бұрын

LEGEND

@BryceChudomelka 3 жыл бұрын

I present, The GANfather

@thattimestampguy 3 жыл бұрын

Machines are learning/being programed to learn

@1968digga 5 жыл бұрын

I thought they only give u 10-20 minutes to talk about ur thesis,then question u for the rest of the process.

@cameronspence7500 3 жыл бұрын

Yep, I defended mine yesterday, only allowed 20 minutes. I fairly rushed through my slides, in the end spoke for only 10 minutes.

@socialogic9777 3 жыл бұрын

@@cameronspence7500 Did that have any effect on the work that you wanted to portray or what they should have asked you.

@cameronspence7500 3 жыл бұрын

@@socialogic9777 In hindsight I should have perhaps talked a bit slower... but in the end these slides are only a reminder of what the examiners should already have read in the thesis, where all the detail can be found. They are kind of a conversation-starter; the candidate is being judged on their thesis, not on their slides. But having a short amount of time was fine - forced me to focus on the key elements. In the end the defence only went on for 90 minutes which was a huge relief.

@socialogic9777 3 жыл бұрын

@@cameronspence7500 thankyou for detailed answer sir

@Yustiks 5 ай бұрын

Great Work!

@dutabesarkonohagakure647 4 жыл бұрын

Sekelas Ian Goodfellow bikin disertasi kaya gini, antusias yg dateng, luar biasa

@junkwangpyo 6 жыл бұрын

good stuffs to learn machine learning

@dr.debajyotibose2928 3 жыл бұрын

Good ole days of small PPT size !

@weekendresearcher 3 жыл бұрын

Deep Silence at 00:07

@TileBitan 3 жыл бұрын

You can't learn deep learning without your mouth being deeply shut

@xXTriforceXx 3 жыл бұрын

This guy is obviously an absolute genius, but damn these slides are bland af.

@theuberman7170 3 жыл бұрын

I dont know about genius. This looks pretty standard for a PhD student

@SkillazHDTV 3 жыл бұрын

well what do you want? you want the slides to be dancing around?

@MidStomp 3 жыл бұрын

This is pretty standard concepts in intro machine learning now, pretty awesome

@haleyharding4732 3 жыл бұрын

@@MidStomp Yeah this guy just invented generative adversarial networks. Pretty standard tho hahaha give me a break

@sirporkrib7643 3 жыл бұрын

@@haleyharding4732 Isn't "his thesis is standard concepts in intro machine learning now" a huge compliment?

@supriyanaik316 3 жыл бұрын

Can you suggest some link related to regression in Deep learning

@jamesang7861 3 жыл бұрын

Why is GAN not in his defense?

@jay._zer 3 жыл бұрын

I was recommended this video so here's a like. Also the person below this is adopted.

@janeluooo 3 жыл бұрын

Me as a stats undergrad: Emm...I do understand something so that's cool

@gachiemchiep 3 жыл бұрын

What a legend!

@bright1402 5 жыл бұрын

Legend

@farahkanwal8192 3 жыл бұрын

Any one there for econometrics?

@asishswain1259 3 жыл бұрын

whats that

@thecheekychinaman6713 3 жыл бұрын

You mean Ian GodEmperor

@theawantikamishra 3 жыл бұрын

Wondering how suddenly youtube want me to understand deep learning.

@liamgoldbeck 3 жыл бұрын

Why am I here?

@sarathsivaprasad5712 7 жыл бұрын

interesting

@taha9892 3 жыл бұрын

Is someone else sometimes sad how limited you are in understanding these kind of things? Maybe just me.

@colaturkalures 3 жыл бұрын

if you were dumber you wouldn't be sad

@CriterionCafe 3 жыл бұрын

Wow the intro was super Quebecois

@BernhardWeber-l5b 3 жыл бұрын

I can't judge the content, but the slides are REALLY ugly.

@FellTheSky 3 жыл бұрын

Who the fuck is ian and why did youtube brought me here

@mahammad 3 жыл бұрын

Me struggling to know what 10x10 is 😂😂

@Fnargl99 3 жыл бұрын

Google algorithm

@davidzhang9388 4 жыл бұрын

Why is the intro in French????

@nouiz 4 жыл бұрын

Because this is a French university.

@hanifekri2612 4 жыл бұрын

Don't forget that the university is locating in Canada.

@jeromeblanchet3827 4 жыл бұрын

Canada...Québec province...Montreal...best AI place ever...yeaaa, even better than OpenAI and stuff

@TheNinjaDwarfBiker 3 жыл бұрын

because it's in canada

@MrGotickiller09 3 жыл бұрын

Université de Montréal (University of Montreal) undergrad represent

@arefeshghi 3 жыл бұрын

One of the most boring presentations are PhD completion ones! :) You have to sit there for an hour and pretend you are interested, just because your friend is presenting! :)) No KZfaq, I won't watch this one! :))

@mrborat2493 3 жыл бұрын

It's interesting when you know who this guy is and what is he presenting

@arefeshghi 3 жыл бұрын

@@mrborat2493 I don't know this guy (however, I'm sure he is great), but I am a ML specialist and had my Bachelors, Masters and PhD in Computer Science. So, I know a thing or two about the subject. But still not wiling to sit through the whole thing! :)

@AcceleratorUlz 3 жыл бұрын

@@arefeshghi who cares