| GLAM: Global-Local Variation Awareness in Mamba-based World Model | Jan 21, 2025 | MambaModel-based Reinforcement Learning | —Unverified | 0 |
| Parallel Sequence Modeling via Generalized Spatial Propagation Network | Jan 21, 2025 | 16kComputational Efficiency | —Unverified | 0 |
| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —Unverified | 0 |
| SeRpEnt: Selective Resampling for Expressive State Space Models | Jan 20, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EMK-KEN: A High-Performance Approach for Assessing Knowledge Value in Citation Network | Jan 19, 2025 | Mamba | —Unverified | 0 |
| WMamba: Wavelet-based Mamba for Face Forgery Detection | Jan 16, 2025 | Face SwappingMamba | —Unverified | 0 |
| MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation | Jan 13, 2025 | DecoderMamba | —Unverified | 0 |
| Mamba-MOC: A Multicategory Remote Object Counting via State Space Model | Jan 12, 2025 | MambaObject | —Unverified | 0 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Diffusion Model and Knowledge Distillation Framework for Robust Coral Detection in Complex Underwater Environments | Jan 6, 2025 | 2D Object DetectionKnowledge Distillation | CodeCode Available | 0 |
| GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT | Jan 6, 2025 | Computed Tomography (CT)Mamba | CodeCode Available | 0 |
| SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG | Jan 3, 2025 | EEGMamba | —Unverified | 0 |
| A Separable Self-attention Inspired by the State Space Model for Computer Vision | Jan 3, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 |
| Mamba-Reg: Vision Mamba Also Needs Registers | Jan 1, 2025 | MambaSemantic Segmentation | —Unverified | 0 |
| Event-based Video Super-Resolution via State Space Models | Jan 1, 2025 | MambaState Space Models | —Unverified | 0 |
| Parameterized Blur Kernel Prior Learning for Local Motion Deblurring | Jan 1, 2025 | DeblurringMamba | —Unverified | 0 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 0 |
| Exploring Historical Information for RGBE Visual Tracking with Mamba | Jan 1, 2025 | DecoderLong-range modeling | —Unverified | 0 |
| PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter | Jan 1, 2025 | Mamba | CodeCode Available | 0 |
| ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency | Jan 1, 2025 | Human motion predictionMamba | —Unverified | 0 |
| LMO: Linear Mamba Operator for MRI Reconstruction | Jan 1, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 |
| Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency | Jan 1, 2025 | Causal InferenceMamba | —Unverified | 0 |
