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ArtificialIntelligenceArticles

@ArtificialIntelligenceArticles

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for who have a passion for -
1. #ArtificialIntelligence
2. Machine Learning
3. Deep Learning
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7. Related Courses and Ebooks

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ArtificialIntelligenceArticles

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ArtificialIntelligenceArticles

ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision

Kim et al.: https://arxiv.org/abs/2102.03334

#ArtificialIntelligence #DeepLearning #MachineLearning

2.15K views19:26

ArtificialIntelligenceArticles

Datasets for days:
By domain ⬇️ https://datasetlist.com
By application ⬇️
https://github.com/awesomedata/awesome-public-datasets
Via search engine ⬇️
https://datasetsearch.research.google.com

Dataset list - A list of datasets and annotation tools

A list of datasets and annotation tools for machine learning from across the web.

2.76K views17:14

ArtificialIntelligenceArticles

Google AI Introduces ‘Model Search’: An Open Source Platform For Finding Optimal Machine learning (ML) Models
https://www.marktechpost.com/2021/02/28/google-ai-introduces-model-search-an-open-source-platform-for-finding-optimal-machine-learning-ml-models/
Github: https://github.com/google/model_search

Google AI Introduces 'Model Search': An Open Source Platform For Finding Optimal Machine learning (ML) Models

2.38K views03:33

ArtificialIntelligenceArticles

https://fortune.com/2021/03/04/facebook-says-its-new-a-i-that-learns-without-labelled-data-represents-a-big-leap-forward-for-computer-vision/

Facebook claims computer vision breakthrough with Instagram-trained A.I.

Yann LeCun, the social media company's chief A.I. scientist, says the idea is to create software that can learn associations like a human baby.

2.13K views15:30

ArtificialIntelligenceArticles

New free Deep Learning course from MIT
https://introtodeeplearning.com/

MIT Deep Learning 6.S191

MIT's introductory course on deep learning methods and applications

2.6K views15:49

ArtificialIntelligenceArticles

https://news.mit.edu/2021/retrofitting-mit-deep-learning-boot-camp-virtual-world-0304

Retrofitting MIT’s deep learning “boot camp” for the virtual world

Graduate students Ava Soleimany and Alexander Amini moved their popular IAP course on deep learning online this year, but still managed to work in some surprises.

2.69K views06:42

ArtificialIntelligenceArticles

Better Than Capsules? Geoffrey Hinton’s GLOM Idea Represents Part-Whole Hierarchies in Neural Networks
@ArtificialIntelligenceArticles
https://syncedreview.com/2021/02/26/better-than-capsules-geoffrey-hintons-glom-idea-represents-part-whole-hierarchies-in-neural-networks/

Synced | AI Technology & Industry Review

Better Than Capsules? Geoffrey Hinton’s GLOM Idea Represents Part-Whole Hierarchies in Neural Networks | Synced

A research team lead by Geoffrey Hinton has created an imaginary vision system called GLOM that enables neural networks with fixed architecture to parse an image into a part-whole hierarchy with different structures for each image.

2.26K viewsedited 14:54

ArtificialIntelligenceArticles

https://www.wired.com/sponsored/story/a-new-approach-to-an-old-ai-problem/
@ArtificialIntelligenceArticles

A New Approach to an Old AI Problem

BCG has developed a new tool that deciphers how a "black-box" machine learning model makes its predictions.

2.51K viewsedited 21:03

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

2.58K 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

1.92K 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
https://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.: https://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/…

2.83K 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.

2.45K 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

2.67K 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