IvanDrokin / torch-conv-kan
This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageN…
☆476Updated 3 months ago
Alternatives and similar repositories for torch-conv-kan:
Users that are interested in torch-conv-kan are comparing it to the libraries listed below
- KAN for Vision Transformer☆244Updated 5 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆841Updated 4 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆389Updated 8 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆174Updated 3 months ago
- Only implemented through torch: "bi - mamba2" , "vision- mamba2 -torch". support 1d/2d/3d/nd and support export by jit.script/onnx;☆275Updated 3 months ago
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆360Updated last month
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆90Updated 9 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆133Updated 2 weeks ago
- xLSTM as Generic Vision Backbone☆464Updated 4 months ago
- 给中文KAN学习者和开发者准备的各种KAN的详细的中文注释+使用例子☆163Updated last week
- Replace MLP with Kolmogorov-Arnold Network in CNN models and conduct experiments on CIFAR 10☆14Updated 10 months ago
- Wavelet Convolutions for Large Receptive Fields. ECCV 2024.☆421Updated 4 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆119Updated 6 months ago
- ☆127Updated 10 months ago
- Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…☆436Updated last month
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆365Updated 10 months ago
- Fast Convolutional KAN☆58Updated 10 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆72Updated 9 months ago
- Causal depthwise conv1d in CUDA, with a PyTorch interface☆401Updated 3 months ago
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆1,094Updated 2 weeks ago
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆684Updated 3 weeks ago
- ☆723Updated 9 months ago
- Variations of Kolmogorov-Arnold Networks☆113Updated 10 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆238Updated 6 months ago
- Minimal Mamba-2 implementation in PyTorch☆176Updated 8 months ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆511Updated this week
- (ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆591Updated 8 months ago
- [Official Repo] Visual Mamba: A Survey and New Outlooks☆625Updated 3 weeks ago
- (CVPR2024)RMT: Retentive Networks Meet Vision Transformer☆338Updated 7 months ago
- ☆209Updated last week