Korea Advanced Institute of Science and Technology (KAIST) and Summary.AI; Korea Advanced Institute of Science and Technology (KAIST); University of Seoul
Yoon-Yeong Kim, Kyungwoo Song, JoonHo Jang, Il-chul Moon
active learning;data augmentation;look-ahead acquisition;entropy;mixup
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning