xLSTM as Generic Vision Backbone
☆491Oct 20, 2025Updated 4 months ago
Alternatives and similar repositories for vision-lstm
Users that are interested in vision-lstm are comparing it to the libraries listed below
Sorting:
- Official repository of the xLSTM.☆2,113Nov 4, 2025Updated 4 months ago
- Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.☆197Jul 5, 2024Updated last year
- ☆19Jun 21, 2024Updated last year
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆304Jun 28, 2024Updated last year
- [ICLR 2025 Spotlight] Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures☆541Feb 18, 2025Updated last year
- Official Pytorch implementation of " Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? "☆60Jul 15, 2025Updated 7 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,805Feb 13, 2025Updated last year
- VMamba: Visual State Space Models,code is based on mamba☆3,054Mar 7, 2025Updated 11 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆91Jun 10, 2024Updated last year
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆745Jun 28, 2025Updated 8 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Feb 6, 2026Updated 3 weeks ago
- [ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding☆1,082Jul 6, 2024Updated last year
- ✨✨Latest Papers on Vision Mamba and Related Areas☆382Apr 17, 2025Updated 10 months ago
- ☆119Mar 15, 2024Updated last year
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆274May 6, 2024Updated last year
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆799Sep 3, 2025Updated 6 months ago
- [NeurIPS 2024] Official repository of MLLA☆371Jul 11, 2025Updated 7 months ago
- xLSTMTime for time series forecasting☆185Nov 25, 2024Updated last year
- Mamba SSM architecture☆17,257Feb 18, 2026Updated 2 weeks ago
- Simba☆218Mar 24, 2024Updated last year
- ☆32Apr 4, 2024Updated last year
- [WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation☆274Sep 10, 2025Updated 5 months ago
- ☆21Jul 25, 2025Updated 7 months ago
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆2,034Feb 9, 2026Updated 3 weeks ago
- [ECCV 2024] Official repository of Agent Attention☆661Nov 17, 2024Updated last year
- [AAAI-25] Cobra: Extending Mamba to Multi-modal Large Language Model for Efficient Inference☆293Jan 8, 2025Updated last year
- [CVPR 2024] Deformable Convolution v4☆710May 17, 2024Updated last year
- Tiled Flash Linear Attention library for fast and efficient mLSTM Kernels.☆87Updated this week
- [IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation☆185Jun 12, 2025Updated 8 months ago
- Mamba-UNet Zoo☆781Sep 13, 2024Updated last year
- Point Mamba☆131May 7, 2024Updated last year
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆520Jun 23, 2025Updated 8 months ago
- A simpler Pytorch + Zeta Implementation of the paper: "SiMBA: Simplified Mamba-based Architecture for Vision and Multivariate Time series…☆28Nov 11, 2024Updated last year
- WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes☆107Mar 19, 2025Updated 11 months ago
- ☆60Aug 27, 2024Updated last year
- Official JAX implementation of xLSTM including fast and efficient training and inference code. 7B model available at https://huggingface.…☆105Jan 8, 2025Updated last year
- Exploration of CNN-, ViT-, Mamba-, and KAN-based UNet for Medical Image Segmentation.☆44Dec 4, 2024Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆134May 8, 2024Updated last year
- [AAAI 2025] Linear-complexity Visual Sequence Learning with Gated Linear Attention☆116Jun 17, 2024Updated last year