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GitHub topics: mamba-state-space-models

FengheTan9/MambaMIM

[MedIA'25] MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation

Language: Python - Size: 2.47 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 26 - Forks: 1

The-Swarm-Corporation/Brainwave

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

Language: Python - Size: 40 KB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 0

TonyHongtaoWu/RainMamba

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

Language: Python - Size: 37.1 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 89 - Forks: 5

HanzhouLiu/XYScanNet

Official Implementation of XYScanNet (NTIRE 2025 @ CVPR)

Language: Python - Size: 10.7 KB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

Arhosseini77/SUM

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

Language: Python - Size: 8.76 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 63 - Forks: 7

icon-lab/I2I-Mamba

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

Language: Python - Size: 294 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 69 - Forks: 7

LMMMEng/SparX

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

Language: Python - Size: 1.26 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 26 - Forks: 3

VinAIResearch/DiMSUM

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

Language: Python - Size: 282 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 21 - Forks: 1

xmindflow/Awesome_Mamba

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

Size: 133 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 213 - Forks: 14

amazon-science/LC-PLM

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

Language: Python - Size: 25.4 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

Madhavaprasath23/Awesome-Mamba-Papers-On-Medical-Domain

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

Size: 3.41 MB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 36 - Forks: 5

pszemraj/samba-pytorch

Minimal implementation of Samba by Microsoft in PyTorch

Language: Python - Size: 34.1 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

mlsquare/fedem

Library for Federated Emergence & Foundation Models

Language: Python - Size: 5.81 MB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1

FarnoushRJ/MambaLRP

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

Language: Python - Size: 7.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 27 - Forks: 3

kgurnani/landcover_segmentation

Major Research Paper for M.Sc. in Data Science at TMU

Language: Jupyter Notebook - Size: 5.69 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

lxaw/mamba-tumor-seg

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.

Language: Jupyter Notebook - Size: 159 MB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

Related Keywords
mamba-state-space-models 16 mamba 8 medical-image-segmentation 3 vision-mamba 3 ssm 3 pytorch 3 low-level-vision 2 state-space-models 2 image-segmentation 2 mamba-image 2 mamba-model 2 deeplearning 2 huggingface 2 foundation-models 2 survey 2 remote-sensing 2 medical-image-processing 2 computer-vision 2 llm 2 image-restoration 2 medical-imaging 2 satellite-imagery 1 protein-sequences 1 segmentation-datasets 1 protein 1 pretrained-models 1 segmentation-models 1 foundation-models-for-biology 1 segmentation-models-pytorch 1 biology 1 time-series 1 tumor-segmentation 1 state-space-model 1 speech-processing 1 u-mamba 1 natural-language-processing 1 u-net 1 medical-image-analysis 1 u-net-pytorch 1 large-language-models 1 mamba-image-segmentation 1 xai 1 neurips-2024 1 machine-learning 1 interpretable-machine-learning 1 mamba-segment 1 interpretability 1 segment 1 segmentation 1 explainable-ai 1 explainability 1 federated-learning 1 federated-emergence 1 pytorch-implementation 1 long-context-modeling 1 language-model 1 efficient-attention 1 medical-image-restoration 1 medical-image-registration 1 image-enhancement 1 saliency-map 1 saliency-analysis 1 saliency 1 marketing 1 deblurring 1 video-restoration 1 video-processing 1 video-mamba 1 video-enhancement 1 video-deraining 1 restoration 1 acmmm2024 1 tensorflow 1 ssms 1 neurosicence 1 neuroscience 1 neuroml 1 ml 1 eeg 1 attention 1 ai 1 masked-image-modeling 1 gnn 1 deep-learning 1 transformer 1 image-generation 1 flow-matching 1 diffusion-models 1 architecture 1 vision-transformer 1 backbone-networks 1 aaai2025 1 neural-networks 1 multi-modal 1 medical 1 image-to-image-translation 1 image-synthesis 1 artificial-intelligence 1 wacv2025 1 wacv 1