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ArtificialIntelligenceArticles

@artificialintelligencearticles

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for who have a passion for -
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ArtificialIntelligenceArticles

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ArtificialIntelligenceArticles

2021- Courses List of Machine Learning, Deep Learning, and Computer Vision from a top school.
CS224W: Machine Learning with Graphs - Stanford / Winter 2021
https://youtube.com/playlist?list=PLuv1FSpHurUemjLiP4L1x9k6Z9D8rNbYW
Full Stack Deep Learning - Spring 2021 - UC Berkeley
https://youtube.com/playlist?list=PLuv1FSpHurUc2nlabZjCLLe8EQa9fOoa9
Berkeley CS182/282 Deep Learnings - 2021
https://youtube.com/playlist?list=PLuv1FSpHurUevSXe_k0S7Onh6ruL-_NNh\
Introduction to Deep Learning (I2DL) - Technical University of Munich
https://youtube.com/playlist?list=PLuv1FSpHurUdmk7v06MDyIx0SDxTrIoqk
3D Computer Vision - National University of Singapore - 2021
https://youtube.com/playlist?list=PLuv1FSpHurUflLnJF6hgi0FkeNG1zSFCZ
CV3DST - Computer Vision 3: Detection, Segmentation and Tracking
https://youtube.com/playlist?list=PLuv1FSpHurUd08wNo1FMd3eCUZXm8qexe
ADL4CV - Advanced Deep Learning for Computer Vision
https://youtube.com/playlist?list=PLuv1FSpHurUcQi2CwFIVQelSFCzxphJqz
#MachineLearning #artificialintelligence #deeplearning #computervision #MontrealAI

2.57K views02:53

ArtificialIntelligenceArticles

https://towardsdatascience.com/geometric-foundations-of-deep-learning-94cdd45b451d
Geometric foundations of Deep Learning | by Michael Bronstein | Apr, 2021 | Towards Data Science

Geometric foundations of Deep Learning

Geometric Deep Learning is an attempt to unify a broad class of ML problems from the perspectives of symmetry and invariance.

2.14K views09:09

ArtificialIntelligenceArticles

What is Decision-Making? [Lecture, Marija Popović]
https://www.youtube.com/watch?v=DEv-ahz8DAg

What is Decision-Making? [Lecture, Marija Popović]

Introduction to robotic decision-making, Markov Decision Processes (MDPs), and iterative solution methods based on dynamic programming.

2.24K views13:21

ArtificialIntelligenceArticles

https://www.unite.ai/godiva-microsoft-research-asia-text-to-video-generation-image-synthesis/

2K views19:11

ArtificialIntelligenceArticles

Mask R-CNN for Object Detection in Keras
Use Keras to build the Mask R-CNN model for object detection and segmentation
https://youtu.be/c1xCaw1tcQQ

Mask R-CNN for Object Detection

This video covers how to get set up and running with Mask R-CNN for object detection with Keras.

You can find the full code and run it on a free GPU here:
https://ml-showcase.paperspace.com/projects/object-detection-with-mask-r-cnn

Presented by Machine…

1.88K views14:21

ArtificialIntelligenceArticles

Reinforcement Learning Course at ASU, Spring, 2021
Dimitri Bertsekas: https://www.youtube.com/playlist?list=PLmH30BG15SIp79JRJ-MVF12uvB1qPtPzn
#ArtificialIntelligence #DeepLearning #ReinforcementLearning

Reinforcement Learning Course at ASU, Spring, 2021

Share your videos with friends, family, and the world

1.91K views14:22

ArtificialIntelligenceArticles

Coding TensorFlow
Laurence Moroney: https://www.youtube.com/playlist?list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx
#ArtificialIntelligence #DeepLearning #Tensorflow

Coding TensorFlow

Welcome to Coding TensorFlow! In this series, we will look at various parts of TensorFlow from a coding perspective. Subscribe to TensorFlow → https://goo.gl...

1.92K views14:35

ArtificialIntelligenceArticles

CS224W: Machine Learning with Graphs
Stanford / Winter 2021 [slides] pdf
http://web.stanford.edu/class/cs224w/
#machinelearning #graphs

2.02K views15:02

ArtificialIntelligenceArticles

Stanford CS330: Multi-Task and Meta-Learning, 2019

Lecture videos, Finn et al.: http://youtube.com/playlist?list=PLoROMvodv4rMC6zfYmnD7UG3LVvwaITY5

#ArtificialIntelligence #DeepLearning #MetaLearning

Stanford CS330: Deep Multi-Task and Meta Learning

For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai

2.24K views15:23

ArtificialIntelligenceArticles

https://youtu.be/P1IcaBn3ej0

Enhancing Photorealism Enhancement

Enhancing Photorealism Enhancement
Stephan R. Richter, Hassan Abu AlHaija, and Vladlen Koltun

Paper: https://arxiv.org/abs/2105.04619
Code and data: https://github.com/isl-org/PhotorealismEnhancement
Project page: https://isl-org.github.io/PhotorealismEnhancement/…

2.82K views17:11

ArtificialIntelligenceArticles

https://elvissaravia.substack.com/p/10-must-read-ml-blog-posts

10 Must Read ML Blog Posts

A collection of high-impact machine learning blog posts.

2.44K views11:55

ArtificialIntelligenceArticles

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization

Teney et al.: https://arxiv.org/abs/2105.05612

#MachineLearning #DeepLearning #ArtificialIntelligence

2.66K views11:56

ArtificialIntelligenceArticles

https://youtube.com/watch?v=w6Pw4MOzMuo&feature=share

ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML" - M Bronstein

Geometric Deep Learning: The Erlangen Programme of ML - ICLR 2021 Keynote by Michael Bronstein (Imperial College London / IDSIA / Twitter)

“Symmetry, as wide or as narrow as you may define its meaning, is one idea by which man through the ages has tried…

2.62K views19:38

ArtificialIntelligenceArticles

https://t.me/ArtificialIntelligenceArticles

2.79K viewsedited 19:00

ArtificialIntelligenceArticles

Deep learning for ai

By Yann lecun and Geoffrey Hinton and Yoshua bengio

https://vimeo.com/554817366

Deep Learning for AI

Yoshua Bengio, Yann LeCun, and Geoffrey Hinton discuss "Deep Learning for AI," their Turing Lecture, a Contributed Article in the July 2021 CACM (https://cacm.acm.org/magazines/2021/7/253464)

2.6K viewsedited 02:52

ArtificialIntelligenceArticles

#AI_Researchers is all you need!!!

https://t.me/ArtificialIntelligenceArticles

2.72K viewsedited 16:37

ArtificialIntelligenceArticles

Andrej Karpathy from Tesla is talking about Vision only autonomous driving.
https://www.youtube.com/watch?v=NSDTZQdo6H8&ab_channel=YarrowB.

Andrej Karpathy (Tesla): CVPR 2021 (see description for better quality version)

Better quality version: https://youtu.be/g6bOwQdCJrc

2.73K views18:06

ArtificialIntelligenceArticles

Explaining Deep Neural Networks

Oana-Maria Camburu: https://arxiv.org/abs/2010.01496

#ArtificialIntelligence #DeepLearning #NeuralNetworks

3.18K views18:14

ArtificialIntelligenceArticles

As part of the Turing Lecture series for ACM's flagship publication, 2018 Turing Award laureates Yoshua Bengio, Yann Lecun, and Geoffrey Hinton discuss the current challenges and the future of deep learning: https://cacm.acm.org/magazines/2021/7/253464-deep-learning-for-ai/fulltext#R70
To watch the video: https://vimeo.com/user4730653

Deep Learning for AI

How can neural networks learn the rich internal representations required for difficult tasks such as recognizing objects or understanding language?

2.85K views15:08

ArtificialIntelligenceArticles

https://youtu.be/tuglCyR8VDs

IEEE CEDA Virtual Distinguished Lecturer: Automating Analog Layout in the 21st Century

Presented by Sachin Sapatnekar

EDA tools have been used routinely in the digital design flow for decades, but despite valiant efforts from the research community, analog design has stubbornly resisted automation. Several recent developments are helping turn…

2.06K views16:37