Cover Image

HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lobanov, Valeriy, Firsov, Nikita, Myasnikov, Evgeny, Khabibullin, Roman, Nikonorov, Artem
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks
by: Fang, Xiangfei, et al.
Published: (2025)

HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks
by: Li, Baisong, et al.
Published: (2024)

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
by: Yang, Zhuoqin, et al.
Published: (2025)

Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
by: Nikonorov, Artem, et al.
Published: (2025)

How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification
by: Jamali, Ali, et al.
Published: (2024)

SpectralKAN: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Image Change Detection
by: Wang, Yanheng, et al.
Published: (2024)

ABFR-KAN: Kolmogorov-Arnold Networks for Functional Brain Analysis
by: Ward, Tyler, et al.
Published: (2026)

Matching of SAR and optical images based on transformation to shared modality
by: Borisov, Alexey, et al.
Published: (2026)

Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision
by: Cang, Yueyang, et al.
Published: (2024)

Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer
by: Dey, Sainath, et al.
Published: (2025)

Vision KAN: Towards an Attention-Free Backbone for Vision with Kolmogorov-Arnold Networks
by: Yang, Zhuoqin, et al.
Published: (2026)

GroupKAN: Efficient Kolmogorov-Arnold Networks via Grouped Spline Modeling
by: Li, Guojie, et al.
Published: (2025)

Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification
by: Seydi, Seyd Teymoor, et al.
Published: (2024)

SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions
by: Reinhardt, Eric A. F., et al.
Published: (2024)

LuKAN: A Kolmogorov-Arnold Network Framework for 3D Human Motion Prediction
by: Hasan, Md Zahidul, et al.
Published: (2025)

Image Classification using Fuzzy Pooling in Convolutional Kolmogorov-Arnold Networks
by: Igali, Ayan, et al.
Published: (2024)

Taylor-Series Expanded Kolmogorov-Arnold Network for Medical Imaging Classification
by: Fatema, Kaniz, et al.
Published: (2025)

LTBs-KAN: Linear-Time B-splines Kolmogorov-Arnold Networks
by: Merin-Martinez, Eduardo Said, et al.
Published: (2026)

DE-KAN: A Kolmogorov Arnold Network with Dual Encoder for accurate 2D Teeth Segmentation
by: Mustakim, Md Mizanur Rahman, et al.
Published: (2025)

FunKAN: Functional Kolmogorov-Arnold Network for Medical Image Enhancement and Segmentation
by: Penkin, Maksim, et al.
Published: (2025)

DualFlexKAN: Dual-stage Kolmogorov-Arnold Networks with Independent Function Control
by: Ortiz, Andrés, et al.
Published: (2026)

KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection
by: Li, Xingyuan, et al.
Published: (2025)

ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation
by: Gyanchandani, Bhavesh, et al.
Published: (2024)

Dynamic 3D KAN Convolution with Adaptive Grid Optimization for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)

KAN-CL: Per-Knot Importance Regularization for Continual Learning with Kolmogorov-Arnold Networks
by: Cheon, Minjong
Published: (2026)

Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation
by: Ma, Xianping, et al.
Published: (2025)

The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I Translation
by: Mahara, Arpan, et al.
Published: (2024)

MSCGC-KAN: Multi-scale Causal Graph Convolution and Kolmogorov-Arnold Feature Mapping for EEG Emotion Recognition
by: Gong, Haoliang, et al.
Published: (2026)

KAN-Dreamer: Benchmarking Kolmogorov-Arnold Networks as Function Approximators in World Models
by: Shi, Chenwei, et al.
Published: (2025)

QuKAN: A Quantum Circuit Born Machine approach to Quantum Kolmogorov Arnold Networks
by: Werner, Yannick, et al.
Published: (2025)

TruKAN: Towards More Efficient Kolmogorov-Arnold Networks Using Truncated Power Functions
by: Bayeh, Ali, et al.
Published: (2026)

Gait Recognition with Temporal Kolmogorov-Arnold Networks
by: Asad, Mohammed, et al.
Published: (2026)

Convolutional Kolmogorov-Arnold Networks
by: Bodner, Alexander Dylan, et al.
Published: (2024)

Kolmogorov-Arnold Network for Satellite Image Classification in Remote Sensing
by: Cheon, Minjong
Published: (2024)

HyperTTA: Test-Time Adaptation for Hyperspectral Image Classification under Distribution Shifts
by: Yue, Xia, et al.
Published: (2025)

mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2026)

Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks
by: Mehrabian, Ali, et al.
Published: (2024)

KANO: Kolmogorov-Arnold Neural Operator for Image Super-Resolution
by: Li, Chenyu, et al.
Published: (2025)

KAConvNet: Kolmogorov-Arnold Convolutional Networks for Vision Recognition
by: Liu, Zhaoxiang, et al.
Published: (2026)

PAKAN: Pixel Adaptive Kolmogorov-Arnold Network Modules for Pansharpening
by: Zhang, Haoyu, et al.
Published: (2026)