Analysis of Input Pipeline Overhead for Training Image Classifiers with Data Augmentation (KSC 2020)
Recommended citation: Irene Lee (Georgia Tech), Gyewon Lee(Seoul National University), Byung-Gon Chun.
Papers
Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training (USENIX ATC 2021)
Recommended citation: Gyewon Lee, Seoul National University and FriendliAI; Irene Lee, Georgia Institute of Technology; Hyeonmin Ha, Kyunggeun Lee, and Hwarim Hyun, Seoul National University; Ahnjae Shin and Byung-Gon Chun, Seoul National University and FriendliAI