@conference {cMas, title = {Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning}, booktitle = {ICCV Workshop - MDALC 2019}, year = {2019}, month = {10/2019}, address = {Seoul, South Korea}, abstract = {

Active Learning techniques are used to tackle learning problems where obtaining training labels is costly. In this work we use Meta-Active Learning to learn to select a subset of samples from a pool of unsupervised input for further annotation. This scenario is called Static Pool-based Meta-Active Learning. We propose to extend existing approaches by performing the selection in a manner that, unlike previous works, can handle the selection of each sample based on the whole selected subset.

}, author = {Mas, Ignasi and Morros, J.R. and Ver{\'o}nica Vilaplana} }