no code implementations • 22 Apr 2024 • Kyomin Hwang, Suyoung Kim, JunHoo Lee, Nojun Kwak
Large Models (LMs) have heightened expectations for the potential of general AI as they are akin to human intelligence.
no code implementations • 14 Apr 2024 • Hojun Lee, Suyoung Kim, JunHoo Lee, Jaeyoung Yoo, Nojun Kwak
Coreset selection is a method for selecting a small, representative subset of an entire dataset.
no code implementations • 26 Mar 2024 • JunHoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak
While the success of deep learning is commonly attributed to its theoretical equivalence with Support Vector Machines (SVM), the practical implications of this relationship have not been thoroughly explored.
no code implementations • 10 Jan 2024 • JunHoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak
Furthermore, we argue that the inherent label equivalence naturally lacks semantic information.