Dayoung Chun

According to our database, Dayoung Chun authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection.

Dayoung Chun, Seungil Lee, Hyun Kim

IEEE Trans. Multim., 2024

PF-Training: Parameter Freezing for Efficient On-Device Training of CNN-based Object Detectors in Low-Resource Environments.

Dayoung Chun, Hyuk-Jae Lee, Hyun Kim

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

CP-CNN: Computational Parallelization of CNN-Based Object Detectors in Heterogeneous Embedded Systems for Autonomous Driving.

Dayoung Chun, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim

IEEE Access, 2023

UCR-SSL: Uncertainty-Based Consistency Regularization for Semi-Supervised Learning.

Seungil Lee, Hyun Kim, Dayoung Chun

Proceedings of the International Conference on Electronics, Information, and Communication, 2023

2021

CNN-Based Mask-Pose Fusion for Detecting Specific Persons on Heterogeneous Embedded Systems.

Jeongjun Lee, Jihoon Jang, Jinhong Lee, Dayoung Chun, Hyun Kim

IEEE Access, 2021

2020

Uncertainty-based Object Detector for Autonomous Driving Embedded Platforms.

Jiwoong Choi, Dayoung Chun, Hyuk-Jae Lee, Hyun Kim

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving.

Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019