mamba

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Semantic Segmentation for Remote Sensing

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

[NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis

Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

MambaGlue: Fast and Robust Local Feature Matching With Mamba @ ICRA'25

Minimal Mamba-2 implementation in PyTorch

The fast conda package builder, based on mamba

The libmamba based solver for conda.

Foundation models based medical image analysis

[OpenPAR] An open-source framework for Pedestrian Attribute Recognition, based on PyTorch

[ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion

[NeurIPS 2024] Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba

Efficient Network Traffic Classification via Pre-training Unidirectional Mamba

Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"

Offical Code of MICCAI'24 early accepted paper "LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos"

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch