162 citations · 209 across the 3 of their papers we have counts for
3 papers
cs.LG2017★ 3 cited
Less-forgetful Learning for Domain Expansion in Deep Neural Networks
Heechul Jung, Jeongwoo Ju, Minju Jung +1
Expanding the domain that deep neural network has already learned without accessing old domain data is a challenging task because deep neural networks forget previously learned inf…
cs.LG2016★ 162 cited
Less-forgetting Learning in Deep Neural Networks
Heechul Jung, Jeongwoo Ju, Minju Jung +1
A catastrophic forgetting problem makes deep neural networks forget the previously learned information, when learning data collected in new environments, such as by different senso…
cs.CV2015★ 44 cited
Deep Temporal Appearance-Geometry Network for Facial Expression Recognition
Heechul Jung, Sihaeng Lee, Sunjeong Park +3
Temporal information can provide useful features for recognizing facial expressions. However, to manually design useful features requires a lot of effort. In this paper, to reduce…