2 papers
cs.LG2025
Bridging KAN and MLP: MJKAN, a Hybrid Architecture with Both Efficiency and Expressiveness
Hanseon Joo, Hayoung Choi, Ook Lee +1
Kolmogorov-Arnold Networks (KANs) have garnered attention for replacing fixed activation functions with learnable univariate functions, but they exhibit practical limitations, incl…
cs.CV2024
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimization
Hanseon Joo, Eunji Lee, Minjong Cheon
Water segmentation is critical to disaster response and water resource management. Authorities may employ high-resolution photography to monitor rivers, lakes, and reservoirs, allo…