2 papers
cs.CV2020
Objects of violence: synthetic data for practical ML in human rights investigations
Lachlan Kermode, Jan Freyberg, Alican Akturk +5
We introduce a machine learning workflow to search for, identify, and meaningfully triage videos and images of munitions, weapons, and military equipment, even when limited trainin…
stat.ME2019
DECoVaC: Design of Experiments with Controlled Variability Components
Thomas Boquet, Laure Delisle, Denis Kochetkov +4
Reproducible research in Machine Learning has seen a salutary abundance of progress lately: workflows, transparency, and statistical analysis of validation and test performance. We…