1 code implementation • 3 Oct 2023 • Heejun Lee, Jina Kim, Jeffrey Willette, Sung Ju Hwang
SEA estimates the attention matrix with linear complexity via kernel-based linear attention, then subsequently creates a sparse attention matrix with a top-k selection to perform a sparse attention operation.
no code implementations • 29 Jun 2023 • Jina Kim, Zekun Li, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang
mapKurator empowers automated extraction, post-processing, and linkage of text labels from large numbers of large-dimension historical map scans.
no code implementations • 21 Oct 2022 • Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen
Characterizing geo-entities is integral to various application domains, such as geo-intelligence and map comprehension, while a key challenge is to capture the spatial-varying context of an entity.
no code implementations • 18 Nov 2021 • Yukyung Lee, Jina Kim, Pilsung Kang
The system log generated in a computer system refers to large-scale data that are collected simultaneously and used as the basic data for determining errors, intrusion and abnormal behaviors.