no code implementations • 19 Apr 2023 • Seongho Joe, Byoungjip Kim, Hoyoung Kang, Kyoungwon Park, Bogun Kim, Jaeseon Park, Joonseok Lee, Youngjune Gwon
The recent advances in representation learning inspire us to take on the challenging problem of unsupervised image classification tasks in a principled way.
no code implementations • 19 Apr 2023 • Joonseok Lee, Seongho Joe, Kyoungwon Park, Bogun Kim, Hoyoung Kang, Jaeseon Park, Youngjune Gwon
We propose a self-supervised learning method for long text documents based on contrastive learning.
no code implementations • 14 Aug 2021 • Byunggun Kim, Jaeseon Park, Taehun Kim, Younghun Kwon
As a result, when we only used 15 important region of interest(ROIs) for training, an accuracy of 70. 6% was obtained, significantly exceeding the existing results of 68. 6% from all ROIs.