| 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 |