kolmogorov-arnold network

KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks ICLR 2025 KAC: Kolmogorov-Arnold Classifier for Continual Learning CVPR 2025 “KAN you hear me?” Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding Interspeech 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 Kolmogorov-Arnold Transformer ICLR 2025 Learning Kolmogorov-Arnold Neural Activation Functions by Infinite-Dimensional Optimization L4DC 2025 LoKi: Low-dimensional KAN for Efficient Fine-tuning Image Models CVPR 2025 MetaVIn: Meteorological and Visual Integration for Atmospheric Turbulence Strength Estimation WACV 2025 Misogynistic Meme Detection in Dravidian Languages Using Kolmogorov Arnold-based Networks NAACL 2025 Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025 On the expressiveness and spectral bias of KANs ICLR 2025 Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying ICML 2025 Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficient-KAN and WAV-KAN JMLR 2025 PowerMLP: An Efficient Version of KAN AAAI 2025 Prediction via Shapley Value Regression ICML 2025 Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models Interspeech 2025 RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025 Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks AISTATS 2025 Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025 TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting ICLR 2025 U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025 X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning IJCAI 2025 Amortized Fourier Neural Operators NeurIPS 2024 PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond NeurIPS 2024