Dayoung Chun

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Object Detectors

Regularization Framework

Autonomous Driving

Top Venues

Publications

Dayoung Chun, Seungil Lee, Hyun Kim
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection. IEEE Trans. Multim. 26 (2024)
Dayoung Chun, Hyuk-Jae Lee, Hyun Kim
PF-Training: Parameter Freezing for Efficient On-Device Training of CNN-based Object Detectors in Low-Resource Environments. AICAS (2024)
Seungil Lee, Hyun Kim, Dayoung Chun
UCR-SSL: Uncertainty-Based Consistency Regularization for Semi-Supervised Learning. ICEIC (2023)
Dayoung Chun, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim
CP-CNN: Computational Parallelization of CNN-Based Object Detectors in Heterogeneous Embedded Systems for Autonomous Driving. IEEE Access 11 (2023)
Jeongjun Lee, Jihoon Jang, Jinhong Lee, Dayoung Chun, Hyun Kim
CNN-Based Mask-Pose Fusion for Detecting Specific Persons on Heterogeneous Embedded Systems. IEEE Access 9 (2021)
Jiwoong Choi, Dayoung Chun, Hyuk-Jae Lee, Hyun Kim
Uncertainty-based Object Detector for Autonomous Driving Embedded Platforms. AICAS (2020)
Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving. ICCV (2019)
Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving. CoRR (2019)