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

CVPR 2025 (Highlight)

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

[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

[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

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

Official repository for Mamba-based Segmentation Model for Speaker Diarization

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

[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

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

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

(Unofficial) Mamba and Mamba2 SSM implementation for macOS Apple Silicon with MPS acceleration.

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

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

Brainwave is a state-of-the-art neural decoder that transforms electroencephalogram (EEG) and brain signals into multimodal outputs including images, videos, and text.