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

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

CVPR 2025 (Highlight)

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

[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

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

Official repository for Mamba-based Segmentation Model for Speaker Diarization

[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'25] 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.

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.

Library for Federated Emergence & Foundation Models

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

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

Code for paper: Revealing and Mitigating the Local Pattern Shortcuts of Mamba

Comming Soon