no code implementations • CVPR 2023 • Jeongun Ryu, Aaron Valero Puche, Jaewoong Shin, Seonwook Park, Biagio Brattoli, Jinhee Lee, Wonkyung Jung, Soo Ick Cho, Kyunghyun Paeng, Chan-Young Ock, Donggeun Yoo, Sérgio Pereira
Cell detection is a fundamental task in computational pathology that can be used for extracting high-level medical information from whole-slide images.
no code implementations • 18 Jan 2022 • Jaiyoung Park, Michael Jaemin Kim, Wonkyung Jung, Jung Ho Ahn
We apply AESPA to popular ML models, such as VGGNet, ResNet, and pre-activation ResNet, to show an inference accuracy comparable to those of the standard models with ReLU activation, achieving superior accuracy over prior low-degree polynomial studies.
no code implementations • 3 Dec 2020 • Sangpyo Kim, Wonkyung Jung, Jaiyoung Park, Jung Ho Ahn
Homomorphic encryption (HE) draws huge attention as it provides a way of privacy-preserving computations on encrypted messages.
Cryptography and Security Distributed, Parallel, and Cluster Computing
1 code implementation • 4 Jul 2018 • Wonkyung Jung, Daejin Jung, and Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn
Batch Normalization (BN) has become a core design block of modern Convolutional Neural Networks (CNNs).