9 citations · 15 across the 5 of their papers we have counts for
6 papers
Learning a Patent-Informed Biomedical Knowledge Graph Reveals Technological Potential of Drug Repositioning Candidates
Yongseung Jegal, Jaewoong Choi, Jiho Lee +3
Drug repositioning-a promising strategy for discovering new therapeutic uses for existing drugs-has been increasingly explored in the computational science literature using biomedi…
Time-aware topic identification in social media with pre-trained language models: A case study of electric vehicles
Byeongki Jeong, Janghyeok Yoon, Jaewoong Choi
Recent extensively competitive business environment makes companies to keep their eyes on social media, as there is a growing recognition over customer languages (e.g., needs, inte…
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs
Jaewoong Choi, Junho Lee, Changyeon Yoon +3
The discovery of the disentanglement properties of the latent space in GANs motivated a lot of research to find the semantically meaningful directions on it. In this paper, we sugg…
Deep learning-based citation recommendation system for patents
Jaewoong Choi, Sion Jang, Jaeyoung Kim +3
In this study, we address the challenges in developing a deep learning-based automatic patent citation recommendation system. Although deep learning-based recommendation systems ha…
Discond-VAE: Disentangling Continuous Factors from the Discrete
Jaewoong Choi, Geonho Hwang, Myungjoo Kang
In the real-world data, there are common variations shared by all classes (e.g. category label) and exclusive variations of each class. We propose a variant of VAE capable of disen…
Attention routing between capsules
Jaewoong Choi, Hyun Seo, Suii Im +1
In this paper, we propose a new capsule network architecture called Attention Routing CapsuleNet (AR CapsNet). We replace the dynamic routing and squash activation function of the…