144 citations · 161 across the 8 of their papers we have counts for
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cs.LG2021
Continual Learning with Neuron Activation Importance
Sohee Kim, Seungkyu Lee
Continual learning is a concept of online learning with multiple sequential tasks. One of the critical barriers of continual learning is that a network should learn a new task keep…
cs.LG2020
Sub-clusters of Normal Data for Anomaly Detection
Gahye Lee, Seungkyu Lee
Anomaly detection in data analysis is an interesting but still challenging research topic in real world applications. As the complexity of data dimension increases, it requires to…
cs.LG2020★ 1 cited
Mode Penalty Generative Adversarial Network with adapted Auto-encoder
Gahye Lee, Seungkyu Lee
Generative Adversarial Networks (GAN) are trained to generate sample images of interest distribution. To this end, generator network of GAN learns implicit distribution of real dat…