{"total":68,"rows":[{"id":"2510.25781","title":"A Practitioner's Guide to Kolmogorov-Arnold Networks","created":"2025-10-28","cited_by_count":18,"area":null},{"id":"2512.12850","title":"KANEL\\'E: Kolmogorov-Arnold Networks for Efficient LUT-based Evaluation","created":"2025-12-14","cited_by_count":13,"area":null},{"id":"2501.14404","title":"Kolmogorov Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields from In-Situ Observations","created":"2025-01-24","cited_by_count":5,"area":null},{"id":"2502.13693","title":"Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention","created":"2025-02-19","cited_by_count":5,"area":"ssm"},{"id":"2504.04669","title":"asKAN: Active Subspace embedded Kolmogorov-Arnold Network","created":"2025-04-07","cited_by_count":5,"area":null},{"id":"2509.18483","title":"Physics-informed time series analysis with Kolmogorov-Arnold Networks under Ehrenfest constraints","created":"2025-09-23","cited_by_count":5,"area":null},{"id":"2505.18131","title":"Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement","created":"2025-05-23","cited_by_count":4,"area":null},{"id":"2601.07760","title":"Free-RBF-KAN: Kolmogorov-Arnold Networks with Adaptive Radial Basis Functions for Efficient Function Learning","created":"2026-01-12","cited_by_count":4,"area":null},{"id":"2605.06734","title":"Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning","created":"2026-05-07","cited_by_count":4,"area":null},{"id":"2411.18224","title":"KANs for Computer Vision: An Experimental Study","created":"2024-11-27","cited_by_count":3,"area":null},{"id":"2503.06112","title":"AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning","created":"2025-03-08","cited_by_count":3,"area":null},{"id":"2504.19639","title":"A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging","created":"2025-04-28","cited_by_count":3,"area":null},{"id":"2509.16750","title":"Interpretable Clinical Classification with Kolmogorov-Arnold Networks","created":"2025-09-20","cited_by_count":3,"area":null},{"id":"2603.18548","title":"SINDy-KANs: Sparse identification of non-linear dynamics through Kolmogorov-Arnold networks","created":"2026-03-19","cited_by_count":3,"area":null},{"id":"2502.16664","title":"Geometric Kolmogorov-Arnold Superposition Theorem","created":"2025-02-23","cited_by_count":2,"area":null},{"id":"2505.14273","title":"X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning","created":"2025-05-20","cited_by_count":2,"area":null},{"id":"2508.19153","title":"QuadKAN: KAN-Enhanced Quadruped Motion Control via End-to-End Reinforcement Learning","created":"2025-08-26","cited_by_count":2,"area":"deeprl"},{"id":"2607.18290","title":"SechKAN: Kolmogorov-Arnold Networks with Hyperbolic Secant Functions","created":"2026-06-30","cited_by_count":2,"area":null},{"id":"2501.07390","title":"Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation","created":"2025-01-13","cited_by_count":1,"area":null},{"id":"2501.15757","title":"Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification","created":"2025-01-27","cited_by_count":1,"area":null},{"id":"2502.06153","title":"Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks","created":"2025-02-10","cited_by_count":1,"area":null},{"id":"2503.15209","title":"Kolmogorov-Arnold Network for Transistor Compact Modeling","created":"2025-03-19","cited_by_count":1,"area":null},{"id":"2507.02466","title":"Variational Kolmogorov-Arnold Network","created":"2025-07-03","cited_by_count":1,"area":null},{"id":"2507.04690","title":"Bridging KAN and MLP: MJKAN, a Hybrid Architecture with Both Efficiency and Expressiveness","created":"2025-07-07","cited_by_count":1,"area":null},{"id":"2508.00247","title":"Sinusoidal Approximation Theorem for Kolmogorov-Arnold Networks","created":"2025-08-01","cited_by_count":1,"area":null},{"id":"2509.07103","title":"Lookup multivariate Kolmogorov-Arnold Networks","created":"2025-09-08","cited_by_count":1,"area":null},{"id":"2512.05306","title":"Uncertainty Quantification for Scientific Machine Learning using Sparse Variational Gaussian Process Kolmogorov-Arnold Networks (SVGP KAN)","created":"2025-12-04","cited_by_count":1,"area":null},{"id":"2601.15340","title":"Learning Nonlinear Heterogeneity in Physical Kolmogorov-Arnold Networks","created":"2026-01-20","cited_by_count":1,"area":null},{"id":"2601.22409","title":"Optimization, Generalization and Differential Privacy Bounds for Gradient Descent on Kolmogorov-Arnold Networks","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2602.02179","title":"SurvKAN: A Fully Parametric Survival Model Based on Kolmogorov-Arnold Networks","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2602.03034","title":"KANFIS: A Neuro-Symbolic Framework for Interpretable and Uncertainty-Aware Learning","created":"2026-02-03","cited_by_count":1,"area":null},{"id":"2603.04827","title":"Multilevel Training for Kolmogorov Arnold Networks","created":"2026-03-05","cited_by_count":1,"area":null},{"id":"2604.03345","title":"Hardware-Oriented Inference Complexity of Kolmogorov-Arnold Networks","created":"2026-04-03","cited_by_count":1,"area":null},{"id":"2605.10046","title":"PixelFlowCast: Latent-Free Precipitation Nowcasting via Pixel Mean Flows","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2606.17886","title":"Monotonic Kolmogorov-Arnold Networks: A Theoretical and Empirical Study of Monotonicity as an Inductive Bias","created":"2026-06-16","cited_by_count":1,"area":null},{"id":"2609.01729","title":"RecKAN: Kolmogorov-Arnold Networks with a Learnable Recursive Polynomial Basis","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2412.03710","title":"CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor","created":"2024-12-04","cited_by_count":0,"area":null},{"id":"2505.05798","title":"Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes","created":"2025-05-09","cited_by_count":0,"area":null},{"id":"2505.18525","title":"TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation","created":"2025-05-24","cited_by_count":0,"area":"ssm"},{"id":"2507.06417","title":"Capsule-ConvKAN: A Hybrid Neural Approach to Medical Image Classification","created":"2025-07-08","cited_by_count":0,"area":null},{"id":"2507.12675","title":"FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks","created":"2025-07-16","cited_by_count":0,"area":null},{"id":"2507.14121","title":"Kolmogorov Arnold Networks (KANs) for Imbalanced Data -- An Empirical Perspective","created":"2025-07-18","cited_by_count":0,"area":null},{"id":"2508.06157","title":"An Interpretable Multi-Plane Fusion Framework With Kolmogorov-Arnold Network Guided Attention Enhancement for Alzheimer's Disease Diagnosis","created":"2025-08-08","cited_by_count":0,"area":null},{"id":"2508.09697","title":"Label-Noise Resistant Learning via Optimal Brain Damage Masking","created":"2025-08-13","cited_by_count":0,"area":null},{"id":"2509.20595","title":"TSKAN: Interpretable Machine Learning for QoE modeling over Time Series Data","created":"2025-09-24","cited_by_count":0,"area":null},{"id":"2509.24472","title":"FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2509.24607","title":"Algorithms and data structures for automatic precision estimation of neural networks","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2510.06355","title":"PIKAN: Physics-Inspired Kolmogorov-Arnold Networks for Explainable UAV Channel Modelling","created":"2025-10-07","cited_by_count":0,"area":null},{"id":"2512.19367","title":"Sprecher Networks: A Parameter-Efficient Kolmogorov-Arnold Architecture","created":"2025-12-22","cited_by_count":0,"area":null},{"id":"2512.20885","title":"From GNNs to Symbolic Surrogates via Kolmogorov-Arnold Networks for Delay Prediction","created":"2025-12-24","cited_by_count":0,"area":null},{"id":"2512.21845","title":"Scalable Class-Incremental Learning Based on Parametric Neural Collapse","created":"2025-12-26","cited_by_count":0,"area":"distill"},{"id":"2602.01115","title":"KAN We Flow? Advancing Robotic Manipulation with 3D Flow Matching via KAN & RWKV","created":"2026-02-01","cited_by_count":0,"area":"diffusion"},{"id":"2602.02239","title":"Interpretability in Deep Time Series Models Demands Semantic Alignment","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2602.05977","title":"Clifford Kolmogorov-Arnold Networks","created":"2026-02-05","cited_by_count":0,"area":null},{"id":"2602.06968","title":"Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing","created":"2025-12-30","cited_by_count":0,"area":null},{"id":"2605.02190","title":"KANs need curvature: penalties for compositional smoothness","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2605.06740","title":"Geometric Kolmogorov--Arnold Network (GeoKAN)","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.12306","title":"KAN-CL: Per-Knot Importance Regularization for Continual Learning with Kolmogorov-Arnold Networks","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.14239","title":"Implicit spatial-frequency fusion of hyperspectral and lidar data via kolmogorov-arnold networks","created":"2026-05-14","cited_by_count":0,"area":null},{"id":"2605.25163","title":"K-U-KAN: Koopman-Enhanced U-KAN for 3D Dental Reconstruction from a Single Panoramic X-ray Radiograph","created":"2026-05-24","cited_by_count":0,"area":null},{"id":"2606.19368","title":"Neural Architectures as Functional Priors in Physics-Informed Control Problems","created":"2026-06-11","cited_by_count":0,"area":null},{"id":"2606.22258","title":"From Handcrafted Features to Functional Edge Learning: Evolution of EEG Seizure Detection Frameworks","created":"2026-06-20","cited_by_count":0,"area":null},{"id":"2606.27126","title":"Kolmogorov Arnold networks (KAN) for aerodynamic prediction: a comparison with MLPs and GNNs","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2607.15525","title":"Kolmogorov--Arnold Networks for Small Language Models","created":"2026-07-17","cited_by_count":0,"area":null},{"id":"2607.24730","title":"KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability","created":"2026-07-27","cited_by_count":0,"area":null},{"id":"2608.19881","title":"Interpretable Feature Learning for RF Fingerprinting via Polar MKANs","created":"2026-08-20","cited_by_count":0,"area":null},{"id":"2609.25876","title":"Evaluating the Effectiveness of SechKAN on 1D Data","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2610.17779","title":"Hybrid Parallel Bessel KAN Model: a Kolmogorov Arnold Network: integrated framework for developing a novel architecture to reconstruct the fused-basis approach via a parameter free quadratic interaction","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}