tianrun-chen / xLSTM-UNet-PyTorchLinks
Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.
☆194Updated last year
Alternatives and similar repositories for xLSTM-UNet-PyTorch
Users that are interested in xLSTM-UNet-PyTorch are comparing it to the libraries listed below
Sorting:
- [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".☆127Updated 10 months ago
- ☆114Updated last year
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆66Updated this week
- Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining☆355Updated last year
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆127Updated last year
- ☆58Updated last year
- Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"☆415Updated last year
- ☆63Updated last year
- [WACV 2024] SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT …☆79Updated last year
- ☆59Updated last year
- [WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation☆249Updated last year
- [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…☆330Updated 4 months ago
- Official Pytorch implementation of Dual Cross-Attention for Medical Image Segmentation☆152Updated last year
- ☆282Updated last month
- [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …☆115Updated last year
- Code for the paper "SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation "☆56Updated 10 months ago
- Exploration of CNN-, ViT-, Mamba-, and KAN-based UNet for Medical Image Segmentation.☆43Updated last year
- Official PyTorch implementation of the paper "RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentat…☆62Updated last month
- This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"☆77Updated last year
- ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets☆122Updated 2 years ago
- ☆125Updated last year
- DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation (PRCV)☆78Updated last year
- (Paper list) Mamba for medical image segmentation☆45Updated last year
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆491Updated 5 months ago
- A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation☆66Updated last year
- Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".☆127Updated 3 weeks ago
- [WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention☆110Updated last year
- [MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation☆124Updated 2 years ago
- [IEEE Transactions on Medical Imaging/TMI 2024] This repository is the official implementation of the paper ScribFormer: Transformer Make…☆85Updated last year
- This repo is the official implementation of 'Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical im…☆96Updated last year