Semi-Supervised Learning (SSL) leverages both labeled and unlabeled data...
In the domain of semi-supervised learning (SSL), the conventional approa...
In Active Learning (AL), a learner actively chooses which unlabeled exam...
Deep active learning aims to reduce the annotation cost for deep neural
...
Investigating active learning, we focus on the relation between the numb...
The learning trajectories of linguistic phenomena provide insight into t...
Convolutional Neural networks of different architectures seem to learn t...
One of the unresolved questions in the context of deep learning is the
t...
Training neural networks is traditionally done by providing a sequence o...