| MaDiNet: Mamba Diffusion Network for SAR Target Detection | Nov 12, 2024 | Mamba | CodeCode Available | 1 |
| KMM: Key Frame Mask Mamba for Extended Motion Generation | Nov 10, 2024 | Contrastive LearningMamba | CodeCode Available | 1 |
| SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM | Nov 10, 2024 | DeblurringImage Inpainting | CodeCode Available | 1 |
| MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba | Nov 6, 2024 | Mambaparameter-efficient fine-tuning | CodeCode Available | 1 |
| DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation | Nov 6, 2024 | Image GenerationInductive Bias | CodeCode Available | 1 |
| SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models | Oct 31, 2024 | Li-ion State of Health EstimationMamba | CodeCode Available | 1 |
| MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation | Oct 31, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 |
| A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks | Oct 29, 2024 | MambaReinforcement Learning (RL) | CodeCode Available | 1 |
| Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics? | Oct 28, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction | Oct 28, 2024 | Exposure CorrectionMamba | CodeCode Available | 1 |
| SepMamba: State-space models for speaker separation using Mamba | Oct 28, 2024 | MambaSpeaker Separation | CodeCode Available | 1 |
| Topology-aware Mamba for Crack Segmentation in Structures | Oct 25, 2024 | Crack SegmentationDecoder | CodeCode Available | 1 |
| SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition | Oct 22, 2024 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation | Oct 21, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |
| MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object Detection | Oct 19, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| Rethinking Token Reduction for State Space Models | Oct 16, 2024 | MambaState Space Models | CodeCode Available | 1 |
| V2M: Visual 2-Dimensional Mamba for Image Representation Learning | Oct 14, 2024 | Instance SegmentationMamba | CodeCode Available | 1 |
| GlobalMamba: Global Image Serialization for Vision Mamba | Oct 14, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning | Oct 14, 2024 | Audio DenoisingDecoder | CodeCode Available | 1 |
| Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models | Oct 12, 2024 | AutoMLMamba | CodeCode Available | 1 |
| Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient | Oct 11, 2024 | MambaModel-based Reinforcement Learning | CodeCode Available | 1 |
| Parameter-Efficient Fine-Tuning of State Space Models | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model | Oct 9, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
