2 code implementations • 22 Jun 2021 • Andreas Kirsch, Sebastian Farquhar, Parmida Atighehchian, Andrew Jesson, Frederic Branchaud-Charron, Yarin Gal
We examine a simple stochastic strategy for adapting well-known single-point acquisition functions to allow batch active learning.
no code implementations • 7 Jul 2020 • Issam Laradji, Pau Rodriguez, Frederic Branchaud-Charron, Keegan Lensink, Parmida Atighehchian, William Parker, David Vazquez, Derek Nowrouzezahrai
We address this challenge introducing a scalable, fast, and accurate active learning system that accelerates the labeling of CT scan images.
1 code implementation • CVPR 2019 • Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin
In this paper, we propose a new measure to gauge the complexity of image classification problems.