Kolmogorov-Arnold Networks

SineKAN, a new variant of Kolmogorov-Arnold Networks (KANs) that replaces B-spline activations with sine functions, may outperform traditional B-splines for certain tasks such as physics-informed neur…

Researchers introduced KANEx, the first framework leveraging Kolmogorov-Arnold Networks (KANs) to ground Vision-Language Model (VLM) reasoning for medical explainability, achieving a 10% improvement i…

Researchers have introduced SechKAN, a Kolmogorov-Arnold Network architecture using hyperbolic secant functions, which achieves superior performance over MLPs and other KAN variants on benchmark datas…