| Efficient Spiking Point Mamba for Point Cloud Analysis | Apr 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement | Apr 18, 2025 | MambaRetinal Vessel Segmentation | CodeCode Available | 0 |
| ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model | Apr 16, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| Mamba-Based Ensemble learning for White Blood Cell Classification | Apr 15, 2025 | BenchmarkingClassification | CodeCode Available | 0 |
| Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution | Apr 14, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation | Apr 13, 2025 | Computational EfficiencyLesion Segmentation | —Unverified | 0 |
| Sparse Deformable Mamba for Hyperspectral Image Classification | Apr 13, 2025 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| EMO-X: Efficient Multi-Person Pose and Shape Estimation in One-Stage | Apr 11, 2025 | DecoderMamba | —Unverified | 0 |
| ms-Mamba: Multi-scale Mamba for Time-Series Forecasting | Apr 10, 2025 | MambaTime Series | —Unverified | 0 |
| Novel Diffusion Models for Multimodal 3D Hand Trajectory Prediction | Apr 10, 2025 | DenoisingMamba | CodeCode Available | 0 |
| A Novel Mamba-based Sequential Recommendation Method | Apr 10, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| One-Minute Video Generation with Test-Time Training | Apr 7, 2025 | MambaVideo Generation | —Unverified | 0 |
| GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network | Apr 7, 2025 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Gating is Weighting: Understanding Gated Linear Attention through In-context Learning | Apr 6, 2025 | In-Context LearningMamba | —Unverified | 0 |
| GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI | Apr 6, 2025 | Image-to-Image TranslationMamba | CodeCode Available | 0 |
| Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models | Apr 4, 2025 | Mamba | —Unverified | 0 |
| Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection | Apr 4, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| EvMic: Event-based Non-contact sound recovery from effective spatial-temporal modeling | Apr 3, 2025 | Mamba | —Unverified | 0 |
| Cognitive Memory in Large Language Models | Apr 3, 2025 | Low-rank compressionMamba | —Unverified | 0 |
| CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection | Apr 2, 2025 | Computational EfficiencyFeature Importance | —Unverified | 0 |
| Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements | Apr 2, 2025 | MambaTime Series | —Unverified | 0 |
| AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition | Mar 31, 2025 | MambaMicro Expression Recognition | —Unverified | 0 |
| TransMamba: Flexibly Switching between Transformer and Mamba | Mar 31, 2025 | MambaScheduling | —Unverified | 0 |
| Efficient Explicit Joint-level Interaction Modeling with Mamba for Text-guided HOI Generation | Mar 29, 2025 | Human-Object Interaction DetectionMamba | CodeCode Available | 0 |
| vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition | Mar 27, 2025 | Computational EfficiencyLong-range modeling | CodeCode Available | 0 |
| Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration | Mar 27, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection | Mar 26, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach | Mar 26, 2025 | Continual LearningMamba | —Unverified | 0 |
| Scene-agnostic Pose Regression for Visual Localization | Mar 25, 2025 | Image RetrievalMamba | —Unverified | 0 |
| Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation | Mar 25, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction | Mar 25, 2025 | Event-Based Video ReconstructionMamba | —Unverified | 0 |
| Burst Image Super-Resolution with Mamba | Mar 25, 2025 | Burst Image Super-ResolutionComputational Efficiency | —Unverified | 0 |
| L^2FMamba: Lightweight Light Field Image Super-Resolution with State Space Model | Mar 25, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model | Mar 24, 2025 | Infrared And Visible Image FusionMamba | CodeCode Available | 0 |
| Distil-xLSTM: Learning Attention Mechanisms through Recurrent Structures | Mar 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning | Mar 23, 2025 | MambaPose Estimation | —Unverified | 0 |
| GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model | Mar 23, 2025 | Anomaly DetectionDrug Discovery | CodeCode Available | 0 |
| MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability | Mar 22, 2025 | MambaObject | —Unverified | 0 |
| From S4 to Mamba: A Comprehensive Survey on Structured State Space Models | Mar 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| MM-UNet: Meta Mamba UNet for Medical Image Segmentation | Mar 21, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation | Mar 21, 2025 | DiversityMamba | —Unverified | 0 |
| Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing | Mar 20, 2025 | Computational EfficiencyDemosaicking | CodeCode Available | 0 |
| Core-Periphery Principle Guided State Space Model for Functional Connectome Classification | Mar 18, 2025 | Functional ConnectivityMamba | —Unverified | 0 |
| UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection | Mar 15, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification | Mar 14, 2025 | Mamba | CodeCode Available | 0 |
| Towards General Multimodal Visual Tracking | Mar 14, 2025 | MambaVisual Tracking | —Unverified | 0 |
| Hierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting | Mar 14, 2025 | Decision MakingMamba | —Unverified | 0 |
| Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers | Mar 14, 2025 | GPUMamba | —Unverified | 0 |
| FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection | Mar 14, 2025 | DecoderMamba | —Unverified | 0 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 |