JaouadT / KANU_Net
U-Net architecture with Kolmogorov-Arnold Convolutions (KA convolutions)
☆30Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for KANU_Net
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆80Updated 5 months ago
- Fast Convolutional KAN☆54Updated 5 months ago
- This is the codebase for MD-Dose: A Diffusion Model based on the Mamba for Radiotherapy Dose Prediction☆22Updated 7 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆63Updated 5 months ago
- C++ and Cuda ops for fused FourierKAN☆72Updated 6 months ago
- Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.☆131Updated 4 months ago
- ☆23Updated last month
- Pan-Mamba: Effective Pan-Sharpening with State Space Model☆80Updated 7 months ago
- Ofiicial Implementation for Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data☆49Updated 4 months ago
- Drop-in convolutional KAN replacement of Conv2d☆16Updated 5 months ago
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆34Updated 2 weeks ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆32Updated 6 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆17Updated 4 months ago
- [ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆272Updated this week
- [JBHI] SCKansformer: Fine-Grained Classification of Bone Marrow Cells via Kansformer Backbone and Hierarchical Attention Mechanisms☆22Updated 3 weeks ago
- The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"☆105Updated 5 months ago
- This repository contains the source code of our proposed multimodal image segmentation frameworks. The network architectures and training…☆12Updated 6 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆104Updated last week
- [WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings☆36Updated 4 months ago
- Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems☆24Updated 5 months ago
- U-KAN: U-Shape Kolmogorov-Arnold Network for Image Registration☆13Updated 5 months ago
- ☆60Updated 2 weeks ago
- Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising☆17Updated last month
- Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…☆28Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆31Updated 6 months ago
- Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces☆60Updated last month
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆29Updated 5 months ago
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆82Updated 4 months ago
- FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba☆84Updated last week
- Official Pytorch implementation of " Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? "☆49Updated 4 months ago