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Jean-Charles Nigretto
Jean-Charles Nigretto

2 Followers

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Jan 27, 2021

Evidence of lockdown efficiency against COVID

Today I’ve read a paper about the effectiveness of lockdown policies against Covid. The paper’s source can be found at the bottom of this article. Most countries have responded to the Covid crisis with lockdown policies that restrict people’s mobility to limit the spread of the virus. The impact of…

Covid-19

2 min read

Evidence of lockdown efficiency against COVID
Evidence of lockdown efficiency against COVID
Covid-19

2 min read


Jan 25, 2021

Few challenges of developing brain-machine interfaces

Today I’ve read a paper about the main challenges when developing brain-machine interfaces. The paper’s source can be found at the bottom of this article. Yesterday I’ve read a white paper written by Elon Musk and describing how its company Neuralink was handling the development of a brain-machine interface. Willing…

Biology

3 min read

Few challenges of developing brain-machine interfaces
Few challenges of developing brain-machine interfaces
Biology

3 min read


Jan 24, 2021

Neuralink: An Integrated Brain-Machine Interface (quick overview)

Today I’ve read a white paper written by Elon Musk presenting his company Neuralink. The paper’s source can be found at the bottom of this article. Neuralink is a private founded by Elon Musk and eight partners in 2016. …

Brain

3 min read

Neuralink: An Integrated Brain-Machine Interface (quick overview)
Neuralink: An Integrated Brain-Machine Interface (quick overview)
Brain

3 min read


Jan 21, 2021

Advantages of U-Net for image segmentation

Today I’ve read the “U-Net” paper which proposes a new network architecture for image segmentation. The paper’s source can be found at the bottom of this article. Image segmentation is the task of discerning particular objects in an image. This could be delimiting a pedestrian from its surroundings for self-driving…

Deep Learning

4 min read

Advantages of U-Net for image segmentation
Advantages of U-Net for image segmentation
Deep Learning

4 min read


Jan 20, 2021

A new baseline for music sheet recognition with Deep Learning

Today I’ve read a paper about the definition of a new baseline and methodology for music sheet recognition. The paper’s source can be found at the bottom of this article. If you play a musical instrument you may have encountered the issue of looking at a music sheet without precisely…

Deep Learning

4 min read

A new baseline for music sheet recognition
A new baseline for music sheet recognition
Deep Learning

4 min read


Jan 19, 2021

Natural Language Processing without Machine Learning

Today I’ve read a paper from 2005 about NLP (Natural Language Processing) without Machine Learning. The paper’s source can be found at the bottom of this article. I had the chance this afternoon to attend a webinar presented by Chris Callison-Burch, an associate professor at the University of Pennsylvania, presenting…

NLP

4 min read

Natural Language Processing without Machine Learning
Natural Language Processing without Machine Learning
NLP

4 min read


Jan 18, 2021

Adversarial Examples roughly explained

Today I’ve read a paper about adversarial examples on image classification. The paper’s source can be found at the bottom of this article. Neural networks are the kind of models that can supposedly work everywhere. Actually, the universal approximation theorem guarantees that a neural network with at least one hidden…

Data Science

3 min read

Adversarial Examples roughly explained
Adversarial Examples roughly explained
Data Science

3 min read


Jan 17, 2021

Specificities of Generative Models for audio synthesis

Today I’ve read a paper about using Deep Learning for audio synthesis (from sound effects to music instruments). The paper’s source can be found at the bottom of this article. As explained in my previous article (https://bit.ly/3qysWQt), content generation is now a big trend in AI with applications ranging from…

Deep Learning

6 min read

Deep Learning for audio synthesis
Deep Learning for audio synthesis
Deep Learning

6 min read


Jan 14, 2021

Adversarial Nets explained

Today I’ve read the “GAN” paper from Ian Goodfellow and his colleagues. The paper’s source can be found at the bottom of this article. Generative Adversarial Nets aka GANs have been designed and described for the first time in 2014 in the scientific paper sourced at the bottom of this…

Deep Learning

4 min read

Adversarial Nets explained
Adversarial Nets explained
Deep Learning

4 min read


Jan 13, 2021

Machine Learning in healthcare may not need as many labeled data as before

Today I’ve read an article about unsupervised learning for image classification of chest radiograph images. I found this article thanks to the deeplearning.ai “The Batch” newsletter. The paper’s source can be found at the bottom of this article. The recent advances in Deep Learning and the availability of pre-trained models…

Deep Learning

4 min read

Machine Learning in healthcare may not need as many labeled data as before
Machine Learning in healthcare may not need as many labeled data as before
Deep Learning

4 min read

Jean-Charles Nigretto

Jean-Charles Nigretto

2 Followers

In 2021, I told myself I’ll write articles.

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