mamba-state-space-models

There are 0 repository under mamba-state-space-models topic.

xmindflow / Awesome_Mamba
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
computer-vision deep-learning gnn image-enhancement mamba mamba-state-space-models medical-imaging natural-language-processing remote-sensing speech-processing state-space-model time-series large-language-models llm medical-image-analysis medical-image-processing medical-image-segmentation survey
254
TonyHongtaoWu / RainMamba
[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
acmmm2024 mamba mamba-state-space-models state-space-models video-deraining video-processing vision-mamba video-restoration low-level-vision video-enhancement video-mamba image-restoration restoration deraining
Language:Python 112
Arhosseini77 / SUM
[WACV2025 Oral] SUM: Saliency Unification through Mamba for Visual Attention Modeling
mamba mamba-state-space-models saliency saliency-map saliency-prediction visual-attention marketing saliency-methods saliency-model mamba-image mamba-model saliency-analysis vision-mamba wacv wacv2025
Language:Python 82
I2I-Mamba
icon-lab / I2I-Mamba
Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces
artificial-intelligence deeplearning image-synthesis image-to-image-translation mamba mamba-state-space-models medical multi-modal neural-networks pytorch ssm
Language:Python 69
Madhavaprasath23 / Awesome-Mamba-Papers-On-Medical-Domain
A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration, and Beyond
deeplearning mamba-state-space-models medical-image-processing medical-image-registration medical-image-segmentation survey medical-image-restoration
50
FarnoushRJ / MambaLRP
[NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍
explainability explainable-ai interpretability interpretable-machine-learning machine-learning mamba mamba-state-space-models neurips-2024 state-space-models vision-mamba xai
Language:Python 44
nttcslab-sp / mamba-diarization
Official repository for Mamba-based Segmentation Model for Speaker Diarization
mamba-state-space-models pyannote speaker-diarization state-space-models
Language:Python 41
FengheTan9 / MambaMIM
[MedIA 2025] MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation
mamba mamba-state-space-models masked-image-modeling medical-image-segmentation medical-imaging
Language:Python 32
LMMMEng / SparX
[AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
backbone-networks mamba-state-space-models vision-transformer aaai2025
Language:Python 28
VinAIResearch / DiMSUM
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation (NeurIPS 2024)
architecture diffusion-models flow-matching image-generation mamba-state-space-models transformer
Language:Python 27
jinzhuwei / Awesome_Mamba
Welcome to the world of Mamba! This repository is a curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.
mamba mamba-model mamba-state-space-models
23
amazon-science / LC-PLM
LC-PLM: long-context protein language model based on BiMamba-S architecture
biology foundation-models foundation-models-for-biology huggingface mamba-state-space-models pretrained-models protein protein-sequences
Language:Python 17
mlsquare / fedem
Library for Federated Emergence & Foundation Models
federated-learning foundation-models huggingface federated-emergence mamba-state-space-models
Language:Python 11
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.
image-segmentation mamba mamba-image segment segmentation tumor-segmentation u-net u-net-pytorch mamba-image-segmentation mamba-segment u-mamba mamba-state-space-models mamba-model segmentation-datasets segmentation-models segmentation-models-pytorch
Language:Jupyter Notebook 4
amit-sarker / ICL-Analysis-NLP-685
This evaluation explores the In-context learning (ICL) capabilities of pre-trained language models on arithmetic tasks and sentiment analysis using synthetic datasets. The goal is to use different prompting strategies—zero-shot, few-shot, and chain-of-thought—to assess the performance of these models on the given tasks.
btlms cerebras huggingface in-context-learning llama2 llms-benchmarking mamba-state-space-models mistral-7b sentiment-analysis arithemtic-tasks
Language:Python 2
kgurnani / landcover_segmentation
Major Research Paper for M.Sc. in Data Science at TMU
image-segmentation mamba-state-space-models remote-sensing pytorch computer-vision satellite-imagery
Language:Jupyter Notebook 0
pszemraj / samba-pytorch
Minimal implementation of Samba by Microsoft in PyTorch
efficient-attention language-model llm long-context-modeling ssm mamba-state-space-models pytorch-implementation
Language:Python
RawthiL / pulsos_telefonicos
A simple analysis of telephone pulses using FFT, CNN and MAMBA.
cnn-classification fft-analysis mamba-state-space-models telephone-signal
Language:Jupyter Notebook