12 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.CV2020★ 12 cited
One-vs-Rest Network-based Deep Probability Model for Open Set Recognition
Jaeyeon Jang, Chang Ouk Kim
Unknown examples that are unseen during training often appear in real-world computer vision tasks, and an intelligent self-learning system should be able to differentiate between k…
cs.LG2019★ 2 cited
Amplifying the Imitation Effect for Reinforcement Learning of UCAV's Mission Execution
Gyeong Taek Lee, Chang Ouk Kim
This paper proposes a new reinforcement learning (RL) algorithm that enhances exploration by amplifying the imitation effect (AIE). This algorithm consists of self-imitation learni…