"kolmogorov-arnold networks" Papers
9 papers found
Conference
Advancing Out-of-Distribution Detection via Local Neuroplasticity
Alessandro Canevaro, Julian Schmidt, Sajad Marvi et al.
ICLR 2025arXiv:2502.15833
3
citations
Deep Legendre Transform
Aleksey Minabutdinov, Patrick Cheridito
NEURIPS 2025arXiv:2512.19649
From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs
Xin Li, Xiaotao Zheng, Zhihong Xia
NEURIPS 2025
Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks
Xianyang Zhang, Huijuan Zhou
ICLR 2025arXiv:2410.08026
7
citations
Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
Pengqi Li, Lizhong Ding, Jiarun Fu et al.
NEURIPS 2025
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
GUOGUO AI, Guansong Pang, Hezhe Qiao et al.
ICML 2025arXiv:2411.17296
3
citations
KAC: Kolmogorov-Arnold Classifier for Continual Learning
Yusong Hu, Zichen Liang, Fei Yang et al.
CVPR 2025highlightarXiv:2503.21076
6
citations
On the expressiveness and spectral bias of KANs
Yixuan Wang, Jonathan Siegel, Ziming Liu et al.
ICLR 2025arXiv:2410.01803
41
citations
Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework
Linfei Li, Lin Zhang, Zhong Wang et al.
AAAI 2025paperarXiv:2601.06406
3
citations