Eunwoo Kim

NestedNet: Learning Nested Sparse Structures in Deep Neural Networks

Eunwoo Kim, Chanho Ahn, Songhwai Oh · 2018 · 56 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +13

Human behavior prediction for smart homes using deep learning

Sungjoon Choi, Eunwoo Kim, Songhwai Oh · 2013 · 54 citations

Engineering, Machine Learning, Home Automation +17

Elastic-net regularization of singular values for robust subspace learning

Eunwoo Kim, Minsik Lee, Songhwai Oh · 2015 · 50 citations

Mathematical Programming, Sparse Representation, Image Analysis +15

Real-time navigation in crowded dynamic environments using Gaussian process motion control

Sungjoon Choi, Eunwoo Kim, Songhwai Oh · 2014 · 42 citations

Crowded Dynamic Environment, Location Tracking, Engineering +20

Efficient <inline-formula> <tex-math notation="LaTeX">$l_{1}$ </tex-math></inline-formula>-Norm-Based Low-Rank Matrix Approximations for Large-Scale Problems Using Alternating Rectified Gradient Method

Eunwoo Kim, Minsik Lee, Chong‐Ho Choi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 36 citations

Numerical Analysis, Engineering, Low-rank Matrix Approximation +18