[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications
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Mar 17, 2025
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vision-mamba
Here are 13 public repositories matching this topic...
Mamba in Vision: A Comprehensive Survey of Techniques and Applications
computer-vision deep-learning survey mamba state-space-model review-paper foundation-models vision-mamba mamba-model
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Oct 10, 2024
[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
video-processing mamba image-restoration restoration state-space-models low-level-vision video-enhancement video-restoration video-deraining mamba-state-space-models vision-mamba video-mamba acmmm2024
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Jun 13, 2025 - Python
[ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection
pytorch keras-tensorflow interpretation cnn-classification explainable-ai vision-transformer image-attribution vision-mamba
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Jun 3, 2025 - Jupyter Notebook
[WACV2025 Oral] SUM: Saliency Unification through Mamba for Visual Attention Modeling
marketing mamba saliency-map saliency mamba-image visual-attention saliency-model saliency-prediction wacv saliency-analysis saliency-methods mamba-state-space-models vision-mamba mamba-model wacv2025
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Apr 13, 2025 - Python
[CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
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Apr 22, 2025 - Python
List of papers related to State Space Models (Mamba) in Vision.
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Jul 3, 2024
[NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models".
machine-learning mamba interpretability state-space-models explainable-ai xai interpretable-machine-learning explainability mamba-state-space-models vision-mamba neurips-2024
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Nov 6, 2024 - Python
[NeurIPS 2024] MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
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Apr 11, 2025 - Python
Event based Sign-Language-Translation
sign-language sign video-captioning language-generation sign-language-recognition sign-language-translation event-camera vision-mamba cnn-mamba
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May 2, 2025 - Python
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.
computer-vision deep-learning cnn transformer image-classification multi-domain knowledge-distillation model-comparison state-space-model multiclass-image-classification efficiency-analysis vision-mamba
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May 26, 2025 - Jupyter Notebook
[IKT 2024] A Multi-Task Framework Using Mamba for Identity, Age, and Gender Classification from Hand Images
authentication mamba gender-classification age-classification hand multimodal-deep-learning vision-mamba vmamba mamba-classification
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Mar 2, 2025 - Python
The associated code with the paper "Vision Mamba for Accurate and Efficient Alzheimer’s Disease Classification via Brain MRI".
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Jun 12, 2025 - Jupyter Notebook
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