| Scaling Vision Mamba Across Resolutions via Fractal Traversal | May 20, 2025 | Change Detectionimage-classification | —Unverified | 0 |
| Selective Structured State Space for Multispectral-fused Small Target Detection | May 20, 2025 | Mamba | —Unverified | 0 |
| RefiDiff: Refinement-Aware Diffusion for Efficient Missing Data Imputation | May 20, 2025 | DenoisingImputation | —Unverified | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 |
| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs | May 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition | May 17, 2025 | Deep AttentionMamba | CodeCode Available | 0 |
| WaLRUS: Wavelets for Long-range Representation Using SSMs | May 17, 2025 | DiversityMamba | —Unverified | 0 |
| GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations | May 17, 2025 | Mamba | —Unverified | 0 |
| Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity | May 16, 2025 | DenoisingFairness | —Unverified | 0 |
| HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution | May 16, 2025 | Computational EfficiencyHyperspectral Image Super-Resolution | CodeCode Available | 0 |
| Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud Classification | May 16, 2025 | Long-range modelingMamba | CodeCode Available | 0 |
| Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning | May 16, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| SRMamba: Mamba for Super-Resolution of LiDAR Point Clouds | May 15, 2025 | MambaPoint Cloud Super Resolution | —Unverified | 0 |
| MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction | May 15, 2025 | AnatomyDisease Prediction | —Unverified | 0 |
| MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy | May 14, 2025 | DiagnosticDiversity | —Unverified | 0 |
| Dyadic Mamba: Long-term Dyadic Human Motion Synthesis | May 14, 2025 | MambaMotion Synthesis | —Unverified | 0 |
| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 |
| Efficient LiDAR Reflectance Compression via Scanning Serialization | May 14, 2025 | Mamba | —Unverified | 0 |
| Efficient Malicious UAV Detection Using Autoencoder-TSMamba Integration | May 14, 2025 | MambaMulti-class Classification | —Unverified | 0 |
| HMamba: Hyperbolic Mamba for Sequential Recommendation | May 14, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models | May 13, 2025 | MambaMultivariate Time Series Forecasting | —Unverified | 0 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 |
| Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments | May 13, 2025 | MambaState Space Models | —Unverified | 0 |
| Block-Biased Mamba for Long-Range Sequence Processing | May 13, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| SmartUT: Receive Beamforming for Spectral Coexistence of NGSO Satellite Systems | May 12, 2025 | Mamba | —Unverified | 0 |
| ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation | May 12, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 |
| Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation | May 9, 2025 | MambaSegmentation | —Unverified | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 |
| PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model | May 8, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining | May 8, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| SMMT: Siamese Motion Mamba with Self-attention for Thermal Infrared Target Tracking | May 7, 2025 | MambaObject Tracking | —Unverified | 0 |
| M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation | May 7, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 |
| DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor | May 6, 2025 | MambaVideo Quality Assessment | —Unverified | 0 |
| Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation | May 6, 2025 | Mamba | —Unverified | 0 |
| Text to Image Generation and Editing: A Survey | May 5, 2025 | Image GenerationMamba | —Unverified | 0 |
| Meta-Black-Box-Optimization through Offline Q-function Learning | May 4, 2025 | BenchmarkingMamba | CodeCode Available | 0 |
| LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment | May 2, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| Design description of Wisdom Computing Persperctive | May 2, 2025 | Mamba | —Unverified | 0 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 |
| ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting | Apr 29, 2025 | Contrastive LearningMamba | —Unverified | 0 |
| RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement | Apr 25, 2025 | Image ReconstructionMamba | —Unverified | 0 |
| A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification | Apr 23, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Bidirectional Mamba for Single-Cell Data: Efficient Context Learning with Biological Fidelity | Apr 22, 2025 | Mamba | —Unverified | 0 |
| Observability conditions for neural state-space models with eigenvalues and their roots of unity | Apr 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation | Apr 21, 2025 | MambaPose Estimation | —Unverified | 0 |
| VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image | Apr 20, 2025 | 3D Interacting Hand Pose EstimationComputational Efficiency | —Unverified | 0 |