3 papers
math.AP2026
Existence of multiple solutions for the generalized Abelian Chern-Simons-Higgs model on a torus
Jongmin Han, Kyungwoo Song
We construct multiple solutions of the generalized self-dual Abelian Chern-Simons-Higgs equation in a two dimensional flat torus by the topological degree method.
cs.CV2024
Online Continuous Generalized Category Discovery
Keon-Hee Park, Hakyung Lee, Kyungwoo Song +1
With the advancement of deep neural networks in computer vision, artificial intelligence (AI) is widely employed in real-world applications. However, AI still faces limitations in…
cs.CV2024
Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
Keon-Hee Park, Kyungwoo Song, Gyeong-Moon Park
Few-Shot Class Incremental Learning (FSCIL) is a task that requires a model to learn new classes incrementally without forgetting when only a few samples for each class are given.…