no code implementations • 6 Oct 2023 • Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk
Most existing frameworks consist of three stages, namely, feature selection, feature extraction for classification, and analysis, where each stage is implemented separately.
no code implementations • 1 Mar 2022 • Ranggi Hwang, Minhoo Kang, Jiwon Lee, Dongyun Kam, Youngjoo Lee, Minsoo Rhu
Graph convolutional neural networks (GCNs) have emerged as a key technology in various application domains where the input data is relational.
1 code implementation • 20 Jan 2022 • Nan Wu, Jiwon Lee, Yuan Xie, Cong Hao
Despite the stride made by machine learning (ML) based performance modeling, two major concerns that may impede production-ready ML applications in EDA are stringent accuracy requirements and generalization capability.
no code implementations • 24 Oct 2021 • Jihun Yoon, Jiwon Lee, Sunghwan Heo, Hayeong Yu, Jayeon Lim, Chi Hyun Song, SeulGi Hong, Seungbum Hong, Bokyung Park, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi
Localization information for all instruments is provided in the form of a bounding box for object detection.
no code implementations • 22 Oct 2021 • Seungbum Hong, Jiwon Lee, Bokyung Park, Ahmed A. Alwusaibie, Anwar H. Alfadhel, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi
For gastrectomy for gastric cancer has more complex twenty-one surgical phases, we generate consensus annotation by the revision process with five specialists.