Lab

Transformers about to dethrone convolutions for Computer Vision?

Many concepts are associated to artificial intelligence, but they are often misused. Improve your understanding with Heuritech glossary.

Humans learn continuously through their life. How could Deep Neural Networks do the same?

This post describes the theory behind the newly introduced BEGAN.

Many researchers are interested in « Attention Mechanism » in neural networks. This post aims at giving a high level explanation of what…

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…

In this blog post, we will present an introduction to recent advances in multimodal information retrieval and conditional language models…

Foreword: The author is Hedi Ben Younes, former PhD student at LIP6 / Heuritech. Multimodal fusion of text and image information is an…

Download the slides of Deep Learning Lectures

There is an unreasonable amount of information that can be extracted from what people publicly say on the internet. Learn how to do it.

Very large and deep models, as ResNet, are far more accurate than their older counterparts, as LeNet, on computer vision datasets.

Everything you have always wanted to understand about Artificial Intelligence, by Heuritech