[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

Mamba in Vision: A Comprehensive Survey of Techniques and Applications

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

[CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"

[ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection

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

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

List of papers related to State Space Models (Mamba) in Vision.

[NeurIPS 2024] MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging

Event based Sign-Language-Translation

Benchmarking multilabel wafer‑defect classification using a MambaVision backbone with two interchangeable heads: a classical MLP head and a compact hybrid‑quantum head to compare accuracy, calibration, and efficiency.

Implementation of a Vision-Mamba network, integrating State Space Models (SSM) with a patch-based encoder–decoder for image inpainting, colorization, and denoising. Trained with L1, SSIM, and VGG perceptual losses to preserve both structure and perceptual realism.

[IKT 2024] A Multi-Task Framework Using Mamba for Identity, Age, and Gender Classification from Hand Images

Comparative study of CNN, Transformer, and SSM-based models for multi-domain image classification tasks. Developed as the undergraduate thesis project of Group-T2410196 at BRAC University, Fall 2024.

The associated code with the paper "Vision Mamba for Accurate and Efficient Alzheimer’s Disease Classification via Brain MRI".