TKAN: Temporal Kolmogorov-Arnold Networks

TKAN: Temporal Kolmogorov-Arnold Networks

12 May 2024

Papers citing "TKAN: Temporal Kolmogorov-Arnold Networks"

14 / 14 papers shown

Title
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Jiuyang Dong Junjun Jiang Kui Jiang Jiahan Li Yongbing Zhang 45 0 0 28 Feb 2025
Deep Learning for VWAP Execution in Crypto Markets: Beyond the Volume Curve Remi Genet 86 2 0 19 Feb 2025
SigGate: Enhancing Recurrent Neural Networks with Signature-Based Gating Mechanisms Remi Genet Hugo Inzirillo 99 3 0 13 Feb 2025
STAN: Smooth Transition Autoregressive Networks Hugo Inzirillo Remi Genet 63 0 0 30 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 46 1 0 23 Jan 2025
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification Irina Barašin Blaž Bertalanič M. Mohorčič Carolina Fortuna AI4TS 139 2 0 22 Nov 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 37 10 0 02 Oct 2024
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts Hugo Inzirillo Remi Genet MoE 35 4 0 23 Sep 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 33 0 0 15 Sep 2024
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective Tal Alter Raz Lapid Moshe Sipper AAML 62 6 0 25 Aug 2024
Deep State Space Recurrent Neural Networks for Time Series Forecasting Hugo Inzirillo AI4TS 26 6 0 21 Jul 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning Roman Bresson Giannis Nikolentzos G. Panagopoulos Michail Chatzianastasis Jun Pang Michalis Vazirgiannis 72 42 0 26 Jun 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 44 18 0 20 Jun 2024
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability Kunpeng Xu Lifei Chen Shengrui Wang AI4TS 24 53 0 04 Jun 2024