200 citations · 296 across the 6 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CV2020★ 5 cited
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering
Doyup Lee, Yeongjae Cheon, Wook-Shin Han
For stability and reliability of real-world applications, the robustness of DNNs in unimodal tasks has been evaluated. However, few studies consider abnormal situations that a visu…
cs.LG2020★ 5 cited
Soft Labeling Affects Out-of-Distribution Detection of Deep Neural Networks
Doyup Lee, Yeongjae Cheon
Soft labeling becomes a common output regularization for generalization and model compression of deep neural networks. However, the effect of soft labeling on out-of-distribution (…