Daeyoung Choi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Gaussian Process

Optical Coherence Tomography

Learning Curves

Parameter Optimization

Top Venues

Publications

Gyuejeong Lee, Daeyoung Choi
Regularizing and Aggregating Clients with Class Distribution for Personalized Federated Learning. CoRR (2024)
Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee
Statistical Characteristics of Deep Representations: An Empirical Investigation. ICANN (5) (2021)
Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee
Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks. IEEE Access 8 (2020)
Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee
DEEP-BO for Hyperparameter Optimization of Deep Networks. CoRR (2019)
Daeyoung Choi, Wonjong Rhee
Utilizing Class Information for Deep Network Representation Shaping. AAAI (2019)
Daeyoung Choi, Hyunghun Cho, Wonjong Rhee
On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction. TENCON (2018)
Daeyoung Choi, Wonjong Rhee
Utilizing Class Information for DNN Representation Shaping. CoRR (2018)
Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee
On the Statistical and Information-theoretic Characteristics of Deep Network Representations. CoRR (2018)
Daeyoung Choi, Jaeyul Lee, Mansik Jeon, Jeehyun Kim
In Vivo Fascicle Bifurcation Imaging of Rat Sciatic Nerve Using Swept-Source Optical Coherence Tomography. IEEE Access 6 (2018)