| KAN 2.0: Kolmogorov-Arnold Networks Meet Science | Aug 19, 2024 | Kolmogorov-Arnold Networksscientific discovery | CodeCode Available | 11 | 5 |
| KAN: Kolmogorov-Arnold Networks | Apr 30, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 11 | 5 |
| FourierKAN outperforms MLP on Text Classification Head Fine-tuning | Aug 16, 2024 | ClassificationKolmogorov-Arnold Networks | CodeCode Available | 7 | 5 |
| Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies | Jul 1, 2024 | image-classificationImage Classification | CodeCode Available | 4 | 5 |
| Convolutional Kolmogorov-Arnold Networks | Jun 19, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 4 | 5 |
| Deep Learning Alternatives of the Kolmogorov Superposition Theorem | Oct 2, 2024 | Deep LearningKolmogorov-Arnold Networks | CodeCode Available | 3 | 5 |
| TKAN: Temporal Kolmogorov-Arnold Networks | May 12, 2024 | Kolmogorov-Arnold NetworksManagement | CodeCode Available | 3 | 5 |
| Kolmogorov-Arnold Networks are Radial Basis Function Networks | May 10, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 3 | 5 |
| KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning | Jun 26, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 2 | 5 |
| Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks | Jul 24, 2024 | Kolmogorov-Arnold NetworksPhysics-informed machine learning | CodeCode Available | 2 | 5 |
| Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov Arnold Networks | Jun 16, 2024 | FormKolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks | Jun 19, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model | Aug 30, 2024 | Image Quality AssessmentKolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation | Jun 5, 2024 | Image SegmentationKolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting | Jun 4, 2024 | DecoderKolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| Wav-KAN: Wavelet Kolmogorov-Arnold Networks | May 21, 2024 | Computational EfficiencyKolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study | Mar 23, 2025 | Kolmogorov-Arnold NetworksReinforcement Learning (RL) | CodeCode Available | 2 | 5 |
| ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLU | Jun 4, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 2 | 5 |
| KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks | Nov 1, 2024 | Anomaly DetectionKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Kolmogorov-Arnold PointNet: Deep learning for prediction of fluid fields on irregular geometries | Aug 6, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions | Jul 4, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation | Aug 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification | Jun 22, 2024 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data | Jun 20, 2024 | BenchmarkingKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter | Jul 7, 2024 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks | Sep 14, 2024 | Kolmogorov-Arnold NetworksSSIM | CodeCode Available | 1 | 5 |
| Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and faster | Aug 9, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks | Sep 20, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| KAN or MLP? Point Cloud Shows the Way Forward | Apr 18, 2025 | Few-Shot LearningKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series | Jun 25, 2024 | Kolmogorov-Arnold NetworksTime Series | CodeCode Available | 1 | 5 |
| PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets | Oct 14, 2024 | 3D Classification3D Object Classification | CodeCode Available | 1 | 5 |
| A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms | May 26, 2024 | Evolutionary AlgorithmsKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Leveraging KANs For Enhanced Deep Koopman Operator Discovery | Jun 5, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment | Sep 12, 2024 | Image Quality AssessmentKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold Networks | Jun 17, 2024 | Image ClassificationKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials | May 30, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Rethinking the Function of Neurons in KANs | Jul 30, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| DropKAN: Regularizing KANs by masking post-activations | Jul 17, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks | Jun 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 | 5 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective | Mar 17, 2025 | Image RestorationKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Kolmogorov-Arnold Network for Online Reinforcement Learning | Aug 9, 2024 | Kolmogorov-Arnold Networksreinforcement-learning | CodeCode Available | 1 | 5 |
| CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems | Aug 25, 2024 | Collaborative FilteringContinual Learning | CodeCode Available | 1 | 5 |
| fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions | Jun 11, 2024 | Deep LearningDenoising | CodeCode Available | 1 | 5 |
| FC-KAN: Function Combinations in Kolmogorov-Arnold Networks | Sep 3, 2024 | Image ClassificationKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Deep-MacroFin: Informed Equilibrium Neural Network for Continuous Time Economic Models | Aug 19, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| KAN See In the Dark | Sep 5, 2024 | Image EnhancementKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis | Sep 6, 2024 | feature selectionKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search | Jun 25, 2024 | Kolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
