75 citations
- Yonsei UniversityKR6 papers
- Korea Advanced Institute of Science and TechnologyKR3 papers
- Gangnam Severance HospitalKR2 papers
- GlaxoSmithKline (United Kingdom)GB2 papers
- Imperial College LondonGB2 papers
- Queen Mary University of LondonGB2 papers
- University of OxfordGB2 papers
- Barts Health NHS TrustGB1 paper
- Chungbuk National UniversityKR1 paper
- Harvard UniversityUS1 paper
- John Radcliffe HospitalGB1 paper
- Johns Hopkins MedicineUS1 paper
Showing 2017Show all
2 papers · 1 filter
cs.NE2017★ 3 cited
Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data
Si-Baek Seong, Chongwon Pae, Hae-Jeong Park
The conventional CNN, widely used for two-dimensional images, however, is not directly applicable to non-regular geometric surface, such as a cortical thickness. We propose Geometr…
cs.LG2017★ 1 cited
Deep Asymmetric Multi-task Feature Learning
Hae Beom Lee, Eunho Yang, Sung Ju Hwang
We propose Deep Asymmetric Multitask Feature Learning (Deep-AMTFL) which can learn deep representations shared across multiple tasks while effectively preventing negative transfer…