Yongwon Hong
Yonsei University(KR)
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Video Surveillance and Tracking Methods, Autonomous Vehicle Technology and Safety
Most-Cited Works
- → Real-time traffic sign recognition based on a general purpose GPU and deep-learning(2017)82 cited
- → A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning(2020)18 cited
- → Return of the normal distribution: Flexible deep continual learning with variational auto-encoders(2022)7 cited
- → Vision-Based Recognition of Road Regulation for Intelligent Vehicle(2018)6 cited
- → Discovering overlooked objects: Context-based boosting of object detection in indoor scenes(2016)6 cited
- → Task-aware network: Mitigation of task-aware and task-free performance gap in online continual learning(2023)2 cited
- → Incorrect results using the proposed method for the Korea (KR-D) test-set.(2017)
- → Examples from the LISA US speed-limit dataset and our real-world driving dataset.(2017)