Mamba in Vision: A Comprehensive Survey of Techniques and Applications

CVPR 2025 (Highlight)

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

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

[ECCV 2024 Workshop Best Paper Award] Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion

The code for the paper "Efficient Self-Supervised Video Hashing with Selective State Spaces" (AAAI'25).

Readable implementation of Mamba 3 SSM model

Segmentation of cancerous tumors using Mamba. Code, resources, and paper provided. We manage to make a small (42k param) model that can segment pretty well.

Official Implementation of "Generalization Error Analysis for Selective State-Space Models Through the Lens of Attention"

CLIMB: Controllable Longitudinal Brain Image Generation via Mamba-based Latent Diffusion Model

Crypto Prediction Model using Mamba2