A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction

Carel van Niekerk, Christian Geishauser, Michael Heck +6

Supervised neural approaches are hindered by their dependence on large, meticulously annotated datasets, a requirement that is particularly cumbersome for sequential tasks. The qua…