1 code implementation • 18 Oct 2022 • Miquel Martí i Rabadán, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki
We propose Dense FixMatch, a simple method for online semi-supervised learning of dense and structured prediction tasks combining pseudo-labeling and consistency regularization via strong data augmentation.
1 code implementation • 3 Jan 2022 • Miquel Martí i Rabadán, Sebastian Bujwid, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki
Most semi-supervised learning methods over-sample labeled data when constructing training mini-batches.