| Cross-Modal State-Space Graph Reasoning for Structured Summarization | Mar 26, 2025 | Computational EfficiencyState Space Models | —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 |
| Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation | Mar 25, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems | Mar 24, 2025 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model | Mar 23, 2025 | Anomaly DetectionDrug Discovery | CodeCode Available | 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 |
| Gene42: Long-Range Genomic Foundation Model With Dense Attention | Mar 20, 2025 | DecoderState Space Models | —Unverified | 0 |
| Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences | Mar 20, 2025 | PredictionProperty Prediction | —Unverified | 0 |
| MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations | Mar 18, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 |
| Inference and Learning of Nonlinear LFR State-Space Models | Mar 18, 2025 | State Space Models | CodeCode Available | 0 |
| State Space Model Meets Transformer: A New Paradigm for 3D Object Detection | Mar 18, 2025 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| MambaIC: State Space Models for High-Performance Learned Image Compression | Mar 16, 2025 | Image CompressionState Space Models | CodeCode Available | 2 |
| A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework | Mar 15, 2025 | Federated LearningState Space Models | —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 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 |
| Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations | Mar 13, 2025 | MambaState Space Models | —Unverified | 0 |
| Mamba time series forecasting with uncertainty quantification | Mar 13, 2025 | MambaProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models | Mar 11, 2025 | GPUMamba | CodeCode Available | 2 |
| MinGRU-Based Encoder for Turbo Autoencoder Frameworks | Mar 11, 2025 | MambaState Space Models | —Unverified | 0 |
| Global-Aware Monocular Semantic Scene Completion with State Space Models | Mar 9, 2025 | DecoderMamba | —Unverified | 0 |
| Spectral State Space Model for Rotation-Invariant~Visual~Representation~Learning | Mar 9, 2025 | Representation LearningState Space Models | —Unverified | 0 |
| Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts | Mar 7, 2025 | Mixture-of-ExpertsState Space Models | CodeCode Available | 2 |
| Novel Object 6D Pose Estimation with a Single Reference View | Mar 7, 2025 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 |
| L^2M: Mutual Information Scaling Law for Long-Context Language Modeling | Mar 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
