IanGoodfellow PhD Defense Presentation
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- čas přidán 2. 06. 2024
- 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.com/file/d/0B640...
The thesis: drive.google.com/file/d/0B640...
Further information about each of these projects can be found at these links:
Spike and slab sparse coding (www-etud.iro.umontreal.ca/~goo...)
Multi-prediction deep Boltzmann machines (www-etud.iro.umontreal.ca/~goo..., techtalks.tv/talks/joint-train...)
Maxout networks (jmlr.org/proceedings/papers/v2..., techtalks.tv/talks/maxout-netw...)
Street View address number transcription (arxiv.org/pdf/1312.6082.pdf, • ICLR14: I Goodfellow: ... ) - Věda a technologie
No idea how the algorithm brought me here but I'm honoured.
bro same here
We both probably watch Lex fridman`s channel regularly
@@gut_ton not me.. Never heard of that name.
@@gut_ton Me too. Lex from MIT? Teaches machine learning
watch the video and youll learn how
Ian such a good fellow
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
fuck u dude.
Keep doing what you're doing you beautiful human bean.
why is GAN not in his defense?
@@jamesang7861 because he invented it after he graduated
0:07 most aggressive shush in the history of shushes.
French people be like 💀
You're hired. Welcome to McDonalds.
nah, his qualification is (barely) sufficient, but he needs at least two decades of experience. so no, rejected.
Hired? You're overqualified, your job will be getting unemployment checks.
#RealLife
LOL
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.
Bad joke
That's a nice piece of A.I. history right here
Growth is a beautiful thing.
Maybe the most watched PhD thesis defense ever?
Yoshua Bengio in the front :)
Now he's the director of machine learning at Apple
And a legend is born !
Sekelas Ian Goodfellow bikin disertasi kaya gini, antusias yg dateng, luar biasa
is the Q&A available as well?
guess it's usually not public for thesis defenses
8 years , this is not bad , iam here and it's good
Can you suggest some link related to regression in Deep learning
LEGEND
I view this defense presentation to prepare my defense presentation today
Great Work!
good stuffs to learn machine learning
Good ole days of small PPT size !
Moving to that GPU was a real pro move.
Machines are learning/being programed to learn
Why is GAN not in his defense?
I present, The GANfather
GAN-father
Jurgen Schmidhuber is the GAN-father
What a legend!
the Deep Learning Algorithm has bought us here
Every Ph.D student should watch this in their first year.
why?
@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.
I was recommended this video so here's a like. Also the person below this is adopted.
Legend
Me as a stats undergrad: Emm...I do understand something so that's cool
You mean Ian GodEmperor
I thought they only give u 10-20 minutes to talk about ur thesis,then question u for the rest of the process.
Yep, I defended mine yesterday, only allowed 20 minutes. I fairly rushed through my slides, in the end spoke for only 10 minutes.
@@cameronspence7500 Did that have any effect on the work that you wanted to portray or what they should have asked you.
@@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.
@@cameronspence7500 thankyou for detailed answer sir
Deep Silence at 00:07
You can't learn deep learning without your mouth being deeply shut
Wondering how suddenly youtube want me to understand deep learning.
This guy is obviously an absolute genius, but damn these slides are bland af.
I dont know about genius. This looks pretty standard for a PhD student
well what do you want? you want the slides to be dancing around?
This is pretty standard concepts in intro machine learning now, pretty awesome
@@MidStomp Yeah this guy just invented generative adversarial networks. Pretty standard tho hahaha give me a break
@@haleyharding4732 Isn't "his thesis is standard concepts in intro machine learning now" a huge compliment?
interesting
Why am I here?
Any one there for econometrics?
whats that
Why is the intro in French????
Because this is a French university.
Don't forget that the university is locating in Canada.
Canada...Québec province...Montreal...best AI place ever...yeaaa, even better than OpenAI and stuff
because it's in canada
Université de Montréal (University of Montreal) undergrad represent
Better not say anything short of being mean.
Wow the intro was super Quebecois
Google algorithm
Is someone else sometimes sad how limited you are in understanding these kind of things? Maybe just me.
if you were dumber you wouldn't be sad
Me struggling to know what 10x10 is 😂😂
Who the fuck is ian and why did youtube brought me here
I can't judge the content, but the slides are REALLY ugly.
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 CZcams, I won't watch this one! :))
It's interesting when you know who this guy is and what is he presenting
@@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! :)
@@arefeshghi who cares
Legend