No video

Multi-Task Learning | Explained in 5 Minutes

  Рет қаралды 20,651

Leo Isikdogan

Leo Isikdogan

Күн бұрын

Multi-Task Learning Explained in 5 Minutes
** Referenced Papers **
SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems
www.ecva.net/pa...
SemifreddoNets Video Summary
• SemifreddoNets: Partia...
Cross-stitch Networks for Multi-task Learning
openaccess.the...
Which Tasks Should Be Learned Together in Multi-task Learning?
taskgrouping.st...
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
arxiv.org/pdf/...
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
arxiv.org/pdf/...

Пікірлер: 19
@TrevorStandley
@TrevorStandley Жыл бұрын
That's my paper! I'm happy to answer any questions people might have here or by email.
@shatandv
@shatandv 3 жыл бұрын
Your positivity is really helpful for understanding :) Thanks!
@sloperclimbing5369
@sloperclimbing5369 3 жыл бұрын
Good job ! Excellent explanation.. keep doing these videos
@Omkar-ey3ls
@Omkar-ey3ls 3 жыл бұрын
few years back I was training multi-task learning model for clinical text data and let me tell you it was a nightmare! thanks for the video!
@leoisikdogan
@leoisikdogan 3 жыл бұрын
I know, right? Multi-task learning can be trickier than it sounds.
@anirudhthatipelli8765
@anirudhthatipelli8765 Жыл бұрын
Thanks, Leo. This was a great explanation!
@alifarrokh9863
@alifarrokh9863 Жыл бұрын
Very nice papers to mention, thank you!
@yukewang3164
@yukewang3164 2 жыл бұрын
well organized and succinct explanation
@davidsling
@davidsling 4 ай бұрын
thanks broo!!
@diegoantoniorosariopalomin4977
@diegoantoniorosariopalomin4977 3 жыл бұрын
Yeah, new video!
@mahsa.me.
@mahsa.me. 2 жыл бұрын
thanks
@harz21
@harz21 3 жыл бұрын
Is there a way to support you? Like patreon or something..
@leoisikdogan
@leoisikdogan 3 жыл бұрын
Thanks for the thought. I don't have a Patreon. Kind words are enough to support me.
@muztehzibakis
@muztehzibakis 3 жыл бұрын
furkan videoyu editlemeden tek seferde mi çektin :) bravo. mpalden bir tost.
@leoisikdogan
@leoisikdogan 3 жыл бұрын
Video tek parca degil, kestigim yerler belli oluyor aslinda :)
@abdullahkilinc473
@abdullahkilinc473 3 жыл бұрын
The beard really suits you! Didnt watch the video yet but Im sure its good. :)
@leoisikdogan
@leoisikdogan 3 жыл бұрын
Thanks :)
@lukemotivationalideas4415
@lukemotivationalideas4415 Жыл бұрын
Time block
@trench01
@trench01 3 жыл бұрын
When dealing with the human brain multitasking makes things slower since it has to switch every time to do a task. Sure it helps the person increase ability but still not as efficient as single task for more complex things. As for computer it buckles at times and can not handle multi tasking when I try to test it out. multitask good for speed but not for power at times. Some can disagree but that is my experience. Even the arm processor uses a simple task to do things which will beat out the x86 and apple will have the more powerful processor which is a double edges sword to be a good thing and a bad thing. speaking of apple on another note. 70% use windows, 10% mac, 5% linux,13% mobile 80% use chrome browser, 6% firefox, 5% IE, 4% safari Just like all rotten apples that fall from a tree they remain at the bottom.
How Diffusion Models Work
9:17
Leo Isikdogan
Рет қаралды 6 М.
Multitask Learning (C3W2L08)
13:00
DeepLearningAI
Рет қаралды 74 М.
Little brothers couldn't stay calm when they noticed a bin lorry #shorts
00:32
Fabiosa Best Lifehacks
Рет қаралды 20 МЛН
Running With Bigger And Bigger Feastables
00:17
MrBeast
Рет қаралды 160 МЛН
Meet the one boy from the Ronaldo edit in India
00:30
Younes Zarou
Рет қаралды 19 МЛН
Oh No! My Doll Fell In The Dirt🤧💩
00:17
ToolTastic
Рет қаралды 6 МЛН
Why Neural Networks can learn (almost) anything
10:30
Emergent Garden
Рет қаралды 1,2 МЛН
Deep Transfer Learning and Multi-task Learning + Hands-On Workshop
46:33
Data Intelligence Institute of Paris
Рет қаралды 1,2 М.
Neuroscientist: How To Boost Your Focus PERMANENTLY in Minutes
7:15
Gradient Surgery for Multi-Task Learning
32:16
Yannic Kilcher
Рет қаралды 8 М.
How Super Resolution Works
9:29
Leo Isikdogan
Рет қаралды 69 М.
Andrew Ng Machine Learning Career Advice
10:02
Jared Beckwith, R. EEG T.
Рет қаралды 98 М.
MIT Introduction to Deep Learning | 6.S191
1:09:58
Alexander Amini
Рет қаралды 502 М.
How I’d learn ML in 2024 (if I could start over)
7:05
Boris Meinardus
Рет қаралды 1 МЛН
Little brothers couldn't stay calm when they noticed a bin lorry #shorts
00:32
Fabiosa Best Lifehacks
Рет қаралды 20 МЛН