1 citations · 2 across the 4 of their papers we have counts for
4 papers
Better Generalized Few-Shot Learning Even Without Base Data
Seong-Woong Kim, Dong-Wan Choi
This paper introduces and studies zero-base generalized few-shot learning (zero-base GFSL), which is an extreme yet practical version of few-shot learning problem. Motivated by the…
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
Hakbin Kim, Dong-Wan Choi
In spite of the great success of deep learning technologies, training and delivery of a practically serviceable model is still a highly time-consuming process. Furthermore, a resul…
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
Jong-Yeong Kim, Dong-Wan Choi
Continual learning has been a major problem in the deep learning community, where the main challenge is how to effectively learn a series of newly arriving tasks without forgetting…
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases
Dong-Wan Choi, Chin-Wan Chung, Yufei Tao
This paper investigates the MaxRS problem in spatial databases. Given a set O of weighted points and a rectangular region r of a given size, the goal of the MaxRS problem is to fin…