| Exploring contextual modeling with linear complexity for point cloud segmentation | Oct 28, 2024 | MambaPoint Cloud Segmentation | —Unverified | 0 | 0 |
| Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning | Dec 24, 2024 | Graph EmbeddingGraph Learning | —Unverified | 0 | 0 |
| Exploring Historical Information for RGBE Visual Tracking with Mamba | Jan 1, 2025 | DecoderLong-range modeling | —Unverified | 0 | 0 |
| FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution | Jun 17, 2025 | MambaSuper-Resolution | —Unverified | 0 | 0 |
| Falcon Mamba: The First Competitive Attention-free 7B Language Model | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization | May 25, 2025 | Computational EfficiencyCPU | —Unverified | 0 | 0 |
| FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model | Feb 10, 2025 | EEGMamba | —Unverified | 0 | 0 |
| Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations | Mar 13, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| FlightKooba: A Fast Interpretable FTP Model | Jun 24, 2025 | Mambamodel | —Unverified | 0 | 0 |
| FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation | Jun 19, 2025 | Computational EfficiencyDenoising | —Unverified | 0 | 0 |
| FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting | Jul 20, 2024 | MambaMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images | Jun 9, 2025 | DiagnosticLesion Segmentation | —Unverified | 0 | 0 |
| FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection | Mar 14, 2025 | DecoderMamba | —Unverified | 0 | 0 |
| FMRFT: Fusion Mamba and DETR for Query Time Sequence Intersection Fish Tracking | Sep 2, 2024 | Mamba | —Unverified | 0 | 0 |
| FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining | May 29, 2024 | MambaRain Removal | —Unverified | 0 | 0 |
| FR-Mamba: Time-Series Physical Field Reconstruction Based on State Space Model | May 21, 2025 | MambaTime Series | —Unverified | 0 | 0 |
| From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction | Mar 10, 2025 | Image ReconstructionMamba | —Unverified | 0 | 0 |
| From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba | Dec 21, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 | 0 |
| FSF-Net: Enhance 4D Occupancy Forecasting with Coarse BEV Scene Flow for Autonomous Driving | Sep 24, 2024 | Autonomous DrivingMamba | —Unverified | 0 | 0 |
| Fundamental Limitations on Subquadratic Alternatives to Transformers | Oct 5, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Fusion-Mamba for Cross-modality Object Detection | Apr 14, 2024 | MambaObject | —Unverified | 0 | 0 |
| Future-Aware Interaction Network For Motion Forecasting | Mar 9, 2025 | Autonomous DrivingMamba | —Unverified | 0 | 0 |
| GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network | Apr 7, 2025 | Autonomous DrivingGraph Attention | —Unverified | 0 | 0 |
| Gating is Weighting: Understanding Gated Linear Attention through In-context Learning | Apr 6, 2025 | In-Context LearningMamba | —Unverified | 0 | 0 |
| General-purpose audio representation learning for real-world sound scenes | Jun 1, 2025 | MambaRepresentation Learning | —Unverified | 0 | 0 |
| GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations | May 17, 2025 | Mamba | —Unverified | 0 | 0 |
| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 | 0 |
| GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Image SegmentationMamba | —Unverified | 0 | 0 |
| GLAM: Global-Local Variation Awareness in Mamba-based World Model | Jan 21, 2025 | MambaModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution | Apr 14, 2025 | Image Super-ResolutionMamba | —Unverified | 0 | 0 |
| Global-Aware Monocular Semantic Scene Completion with State Space Models | Mar 9, 2025 | DecoderMamba | —Unverified | 0 | 0 |
| GraspMamba: A Mamba-based Language-driven Grasp Detection Framework with Hierarchical Feature Learning | Sep 22, 2024 | Mamba | —Unverified | 0 | 0 |
| HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning | May 21, 2025 | Autonomous DrivingMamba | —Unverified | 0 | 0 |
| HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation | May 8, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model | May 22, 2024 | Graph LearningMamba | —Unverified | 0 | 0 |
| Hierarchical Gaussian Mixture Model Splatting for Efficient and Part Controllable 3D Generation | Jan 1, 2025 | 3D GenerationMamba | —Unverified | 0 | 0 |
| Hierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting | Mar 14, 2025 | Decision MakingMamba | —Unverified | 0 | 0 |
| High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation | Feb 17, 2025 | Mamba | —Unverified | 0 | 0 |
| Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution | Oct 14, 2024 | Image Super-ResolutionMamba | —Unverified | 0 | 0 |
| Multi-granular body modeling with Redundancy-Free Spatiotemporal Fusion for Text-Driven Motion Generation | Mar 10, 2025 | MambaMotion Generation | —Unverified | 0 | 0 |
| HMamba: Hyperbolic Mamba for Sequential Recommendation | May 14, 2025 | MambaRecommendation Systems | —Unverified | 0 | 0 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —Unverified | 0 | 0 |
| HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising | Apr 15, 2024 | Computational EfficiencyDenoising | —Unverified | 0 | 0 |
| HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion | May 27, 2025 | DecoderDepth Completion | —Unverified | 0 | 0 |
| Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought | May 21, 2025 | ChatbotInstruction Following | —Unverified | 0 | 0 |
| Hybrid Mamba-Transformer Decoder for Error-Correcting Codes | May 23, 2025 | DecoderMamba | —Unverified | 0 | 0 |
| IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification | Oct 7, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 | 0 |
| Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT | Aug 16, 2024 | Feature EngineeringLanguage Modelling | —Unverified | 0 | 0 |
| Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model | Jan 1, 2025 | Brain Tumor SegmentationMamba | —Unverified | 0 | 0 |
| Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation | Apr 21, 2025 | MambaPose Estimation | —Unverified | 0 | 0 |