Daeyoung Choi

14 papers A* 2C 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments.
AAAI
Gyuejeong Lee, Daeyoung Choi
2025 J jnl
Heterogeneous Federated Learning with Prototype Alignment and Upscaling.
CoRR
Gyuejeong Lee, Jihwan Shin, Daeyoung Choi
2025 J jnl
TinyProto: Communication-Efficient Federated Learning with Sparse Prototypes in Resource-Constrained Environments.
CoRR
Gyuejeong Lee, Daeyoung Choi
2024 J jnl
Regularizing and Aggregating Clients with Class Distribution for Personalized Federated Learning.
CoRR
Gyuejeong Lee, Daeyoung Choi
2021 — conf
12-Bit 5 MS/s SAR ADC with Hybrid Type DAC for BLE Applications.
ICUFN
Behnam Samadpoor Rikan, Daeyoung Choi, Reza E. Rad, Arash Hejazi, YoungGun Pu, Kang-Yoon Lee
2021 — conf
12-Bit 5 MS/s SAR ADC with Split Type DAC for BLE.
ISOCC
Behnam Samadpoor Rikan, Arash Hejazi, Daeyoung Choi, Reza E. Rad, YoungGun Pu, Kang-Yoon Lee
2021 — conf
Statistical Characteristics of Deep Representations: An Empirical Investigation.
ICANN (5)
Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee
2020 J jnl
Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks.
IEEE Access
Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee
2019 J jnl
DEEP-BO for Hyperparameter Optimization of Deep Networks.
CoRR
Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee
2019 A* conf
Utilizing Class Information for Deep Network Representation Shaping.
AAAI
Daeyoung Choi, Wonjong Rhee
2018 J jnl
In Vivo Fascicle Bifurcation Imaging of Rat Sciatic Nerve Using Swept-Source Optical Coherence Tomography.
IEEE Access
Daeyoung Choi, Jaeyul Lee, Mansik Jeon, Jeehyun Kim
2018 C conf
On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction.
TENCON
Daeyoung Choi, Hyunghun Cho, Wonjong Rhee
2018 J jnl
On the Statistical and Information-theoretic Characteristics of Deep Network Representations.
CoRR
Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee
2018 J jnl
Utilizing Class Information for DNN Representation Shaping.
CoRR
Daeyoung Choi, Wonjong Rhee