Feature based sampling: a fast and robust sampling method for tasks using 3D point cloud JW Han, DJ Synn, TH Kim, HC Chung, JK Kim IEEE Access 10, 58062-58070, 2022 | 2 | 2022 |
Enabling Large Batch Size Training for DNN Models Beyond the Memory Limit While Maintaining Performance XY Piao, DJ Synn, JY Park, JK Kim IEEE Access, 2023 | 1 | 2023 |
Protopia AI: Taking on the Missing Link in AI Privacy and Data Protection BH Ahn, DJ Synn, M Derkani, E Ebrahimi, H Esmaeilzadeh NeurIPS Demonstrations, 2021 | 1 | 2021 |
Micro Batch Streaming: Allowing the Training of DNN Models to Use a large Batch Size in Memory Constrained Environments XY Piao, DJ Synn, JY Park, JK Kim arXiv preprint arXiv:2110.12484, 2021 | 1* | 2021 |
A survey on the advancement of virtualization technology JY Park, DJ Synn, JK Kim Proceedings of the Korea Information Processing Society Conference, 12-15, 2021 | 1 | 2021 |
Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models JY Park, DJ Synn, XY Piao, JK Kim arXiv preprint arXiv:2210.05244, 2022 | | 2022 |
Num Worker Tuner: An Automated Spawn Parameter Tuner for Multi-Processing DataLoaders DJ Synn 한국정보처리학회 학술대회논문집 28 (2), 446-448, 2021 | | 2021 |
SG-Drop: Faster Skip-Gram by Dropping Context Words DJ Kim, DJ Synn, JK Kim 한국정보처리학회 학술대회논문집 27 (2), 1014-1017, 2020 | | 2020 |