Arthur DouillardinHeuritechThe Vision TransformersTransformers about to dethrone convolutions for Computer Vision?10 min read·May 19, 2021----
Arthur DouillardinHeuritechContinual Learning at CVPR 2020I review in this article, papers published at CVPR 2020 about Continual Learning. If you think I made a mistake or missed an important…18 min read·Jun 20, 2020----
Arthur DouillardinHeuritechLearning Deep Neural Networks IncrementallyHumans learn continuously through their life. How could Deep Neural Networks do the same?10 min read·Dec 10, 2019--2--2
Arthur DouillardinTowards Data ScienceHow To Be Confident In Your Neural Network ConfidenceWhy deep neural networks confidence are flawed and how to fix it.5 min read·May 29, 2019----
Arthur DouillardinTowards Data ScienceObject Detection with Deep Learning on Aerial ImageryImagine you’re in a landlocked country, and an infection has spread. The government has fallen, and rebels are roaming the country. If…11 min read·Jun 22, 2018--1--1
Arthur Douillardindata from the trenchesObject Detection with Deep Learning on Aerial ImageryImagine you’re in a landlocked country, and an infection has spread. The government has fallen, and rebels are roaming the country. If…11 min read·Jun 22, 2018--18--18
Arthur DouillardinTowards Data Science3 Small But Powerful Convolutional NetworksTips and tricks on how to build efficient CNN architectures.5 min read·May 13, 2018--4--4