ArtificialIntelligenceArticles

Deep Learning Models
A collection of various deep learning architectures, models, and tips for TensorFlow and PyTorch in Jupyter Notebooks.
By Sebastian Raschka : https://github.com/rasbt/deeplearning-models
#ArtificialIntelligence #DeepLearning #MachineLearning

GitHub

GitHub - rasbt/deeplearning-models: A collection of various deep learning architectures, models, and tips

A collection of various deep learning architectures, models, and tips - rasbt/deeplearning-models

555 views08:17

ArtificialIntelligenceArticles

Chip-to-chip quantum teleportation and multi-photon entanglement in silicon

https://www.nature.com/articles/s41567-019-0727-x

Nature

Chip-to-chip quantum teleportation and multi-photon entanglement in silicon

Nature Physics - Four single-photon states are generated and entangled on a single micrometre-scale silicon chip, and provide the basis for the demonstration of chip-to-chip quantum teleportation.

491 views11:28

ArtificialIntelligenceArticles

[https://www.lapresse.ca/actualites/sciences/201912/31/01-5255427-personnalite-de-lanneesciences-yoshua-bengio.php](https://www.lapresse.ca/actualites/sciences/201912/31/01-5255427-personnalite-de-lanneesciences-yoshua-bengio.php)

La Presse

Personnalité de l’année/Sciences : Yoshua Bengio

Il n’y a pas de prix Nobel en informatique. Mais il y a un prix Turing, nommé en l’honneur d’Alan Turing, mathématicien britannique dont les travaux ont ou...

459 views11:34

ArtificialIntelligenceArticles

Machine Learning 2020 - The Year of MI

Part 1 - Machine Learning For Beginners - Basics

https://youtu.be/E3l_aeGjkeI

Part 2 - MI environment

https://youtu.be/HqyrqxyDwPU

Part 3 - Python Decision Tree (Theory)

https://youtu.be/8isUCINSmys

Part 4 - Python Decision Tree (Coding)

https://youtu.be/24mxQzd3EsU

Part 5 - Python Decision Tree (Graphiviz)

https://youtu.be/aVEfKRfWjHc

Part 6 - Knn(Friend Recommender)

https://youtu.be/LK0zgA6Mr6k

Part 7- 5-Fold Cross Validation

https://youtu.be/Zx5cz8pXnOM

YouTube

Machine Learning Tutorial Part 1 | Machine Learning For Beginners

This Machine Learning tutorial will introduce you to the different areas of Machine Learning and Artificial Intelligence. In this part of the course you will learn about the three different learning types (Unsupervised learning, Supervised Learning and Reinforcement…

569 views12:09

ArtificialIntelligenceArticles

Could Lab-Grown Brains Develop Consciousness?

https://singularityhub.com/2019/07/03/could-lab-grown-brains-develop-consciousness/

Singularity Hub

Could Lab-Grown Brains Develop Consciousness?

A week after transplant, the dissected neural clusters spontaneously formed multiple networks, and the team found synchronized waves throughout the network.

413 views12:19

ArtificialIntelligenceArticles

How to generate ideas in Machine Learning?
Asadulaev Arip : https://medium.com/datadriveninvestor/how-to-generate-ideas-in-machine-learning-bdb9a7267392
#ArtificialIntelligence #MachineLearning #NeuralNetworks

Medium

How to generate ideas in Machine Learning?

Little story about https://www.infornopolitan.xyz

427 views15:24

ArtificialIntelligenceArticles

Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs
Alexia Jolicoeur-Martineau, Ioannis Mitliagkas : https://arxiv.org/abs/1910.06922
#GenerativeAdversarialNetworks #MachineLearning #SupportVectorMachines

arXiv.org

Gradient penalty from a maximum margin perspective

417 views15:25

ArtificialIntelligenceArticles

Debate of the year in ai quotes lamb's work
The Neural-symbolic cognitive reasoning reasoning was mentioned last week in what was considered the great debate about the future of ai in the world: https://www.jornaldocomercio.com/_conteudo/colunas/mercado_digital/2019/12/718693-debate-do-ano-em-ia-cita-trabalho-de-lamb.html

Jornal do Comércio

Debate do ano em IA cita trabalho de Lamb

Gary Marcus, professor emérito da New York University (NYU), destacou o trabalho como sendo uma referência por apresentar uma perspectiva futura da IA

412 views15:26

ArtificialIntelligenceArticles

SpeechBrain
A PyTorch-based Speech Toolkit

Video, by Mirco Ravanelli : https://youtube.com/watch?v=XETiKbN9ojE

: https://speechbrain.github.io

#speechbrain #NLP #DeepLearning

https://t.iss.one/ArtificialIntelligenceArticles

YouTube

The SpeechBrain Project

SpeechBrain is an open-source and all-in-one speech toolkit relying on PyTorch.

The goal is to create a single, flexible, and user-friendly toolkit that can be used to easily develop state-of-the-art speech technologies

546 viewsedited 15:27

ArtificialIntelligenceArticles

Nice work.
But there is an earlier large-scale study by an NYU team using a ConvNet-powered mammogram analyzer.
And, unlike the DeepMind system, it's open source!

Paper: https://ieeexplore.ieee.org/document/8861376

GitHub: https://github.com/nyukat/breast_cancer_classifier

604 views15:53

ArtificialIntelligenceArticles

Language Models as Knowledge Bases?
Petroni et al.: https://arxiv.org/abs/1909.01066
#Transformers #NaturalLanguageProcessing #MachineLearning

arXiv.org

Language Models as Knowledge Bases?

Recent progress in pretraining language models on large textual corpora led to a surge of improvements for downstream NLP tasks. Whilst learning linguistic knowledge, these models may also be...

567 views15:05

ArtificialIntelligenceArticles

Restoring ancient text using deep learning: a case study on Greek epigraphy"
Assael et al.: https://arxiv.org/abs/1910.06262
Code: https://github.com/sommerschield/ancient-text-restoration
#ArtificialIntelligence #DeepLearning #NeuralNetworks

arXiv.org

Restoring ancient text using deep learning: a case study on Greek epigraphy

Ancient history relies on disciplines such as epigraphy, the study of ancient inscribed texts, for evidence of the recorded past. However, these texts, "inscriptions", are often damaged over the...