61 citations · 158 across the 6 of their papers we have counts for
3 papers · 1 filter
DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks
Byunghan Lee, Taehoon Lee, Byunggook Na +1
A eukaryotic gene consists of multiple exons (protein coding regions) and introns (non-coding regions), and a splice junction refers to the boundary between a pair of exon and intr…
Manifold Regularized Deep Neural Networks using Adversarial Examples
Taehoon Lee, Minsuk Choi, Sungroh Yoon
Learning meaningful representations using deep neural networks involves designing efficient training schemes and well-structured networks. Currently, the method of stochastic gradi…
Regularization and Kernelization of the Maximin Correlation Approach
Taehoon Lee, Taesup Moon, Seung Jean Kim +1
Robust classification becomes challenging when each class consists of multiple subclasses. Examples include multi-font optical character recognition and automated protein function…