Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

CVPR 2025 (Highlight)

[WACV2025 Oral] SUM: Saliency Unification through Mamba for Visual Attention Modeling

Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

[Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba

[NeurlPS-2024] The official code of MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models

A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration, and Beyond

PlantCAD: cross-species modeling of plant genomes

Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]

(Unofficial) Mamba and Mamba 2 SSM implementation on Apple Silicon.

Official repository for Mamba-based Segmentation Model for Speaker Diarization

[NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍

[AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks

DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation (NeurIPS 2024)

[MedIA 2025] MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation

Welcome to the world of Mamba! This repository is a curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.

Official code repo of ICLR'25 paper: MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations

[NeurIPS 2025] MVSMamba: Multi-View Stereo with State Space Model

LC-PLM: long-context protein language model based on BiMamba-S architecture