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The Vision Transformers
The Vision Transformers
Transformers about to dethrone convolutions for Computer Vision?
Arthur Douillard
May 19, 2021
The artificial intelligence dictionary for beginners
The artificial intelligence dictionary for beginners
Many concepts are associated to artificial intelligence, but they are often misused. Improve your understanding with Heuritech glossary.
Jeanne Dupeau
Jan 22, 2020
Learning Deep Neural Networks Incrementally
Learning Deep Neural Networks Incrementally
Humans learn continuously through their life. How could Deep Neural Networks do the same?
Arthur Douillard
Dec 10, 2019
Began: State of the art generation of faces with generative adversarial networks
Began: State of the art generation of faces with generative adversarial networks
This post describes the theory behind the newly introduced BEGAN.
Jeanne Dupeau
Dec 17, 2019
Attention mechanism
Attention mechanism
Many researchers are interested in « Attention Mechanism » in neural networks. This post aims at giving a high level explanation of what…
Jeanne Dupeau
Dec 5, 2019
From text unlabelled data to multilingual representations
From text unlabelled data to multilingual representations
This post reviews some scientific papers on which Heuritech’s R&D department put its focus on. It may be a brand new model, an improvement…
Jeanne Dupeau
Nov 21, 2019
Learning to link images with their descriptions
Learning to link images with their descriptions
In this blog post, we will present an introduction to recent advances in multimodal information retrieval and conditional language models…
Jeanne Dupeau
Nov 15, 2019
Mutan: Multimodal Tucker Fusion for visual question answering
Mutan: Multimodal Tucker Fusion for visual question answering
Foreword: The author is Hedi Ben Younes, former PhD student at LIP6 / Heuritech. Multimodal fusion of text and image information is an…
Jeanne Dupeau
Nov 15, 2019
Online Course: Deep Learning Lectures at Paris-Saclay, Data Science Master
Online Course: Deep Learning Lectures at Paris-Saclay, Data Science Master
Download the slides of Deep Learning Lectures
Jeanne Dupeau
Oct 25, 2019
Knowledge extraction from unstructured texts
Knowledge extraction from unstructured texts
There is an unreasonable amount of information that can be extracted from what people publicly say on the internet. Learn how to do it.
Jeanne Dupeau
Oct 25, 2019
How To Be Confident In Your Neural Network Confidence
How To Be Confident In Your Neural Network Confidence
Very large and deep models, as ResNet, are far more accurate than their older counterparts, as LeNet, on computer vision datasets.
Jeanne Dupeau
Oct 17, 2019
The Artificial Intelligence dictionary for beginners
The Artificial Intelligence dictionary for beginners
Everything you have always wanted to understand about Artificial Intelligence, by Heuritech
Jeanne Dupeau
Sep 4, 2018
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