2 citations · 3 across the 4 of their papers we have counts for
4 papers
Minimum width for universal approximation using ReLU networks on compact domain
Namjun Kim, Chanho Min, Sejun Park
It has been shown that deep neural networks of a large enough width are universal approximators but they are not if the width is too small. There were several attempts to character…
Local and global regularity for the Stokes and Navier-Stokes equations with the localized boundary data in the half-space
Kyungkeun Kang, Chanhong Min
We study the Stokes system with the localized boundary data in the half-space. We are concerned with the local regularity of its solution near the boundary away from the support of…
Deep Collective Knowledge Distillation
Jihyeon Seo, Kyusam Oh, Chanho Min +2
Many existing studies on knowledge distillation have focused on methods in which a student model mimics a teacher model well. Simply imitating the teacher's knowledge, however, is…
Topology and Routing Problems: The Circular Frame
Rak-Kyeong Seong, Chanho Min, Sang-Hoon Han +3
In this work, we solve the problem of finding non-intersecting paths between points on a plane with a new approach by borrowing ideas from geometric topology, in particular, from t…