7 citations · 7 across the 1 of their papers we have counts for
3 papers
cs.CV2022★ 7 cited
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
Daeha Kim, Byung Cheol Song
Identity-invariant facial expression recognition (FER) has been one of the challenging computer vision tasks. Since conventional FER schemes do not explicitly address the inter-ide…
cs.CV2019
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks
Dae Ha Kim, Seung Hyun Lee, Byung Cheol Song
One of the ways to improve the performance of a target task is to learn the transfer of abundant knowledge of a pre-trained network. However, learning of the pre-trained network re…
cs.LG2018
Self-supervised Knowledge Distillation Using Singular Value Decomposition
Seung Hyun Lee, Dae Ha Kim, Byung Cheol Song
To solve deep neural network (DNN)'s huge training dataset and its high computation issue, so-called teacher-student (T-S) DNN which transfers the knowledge of T-DNN to S-DNN has b…