| SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models | May 13, 2025 | MambaMultivariate Time Series Forecasting | —Unverified | 0 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| SpectralMamba: Efficient Mamba for Hyperspectral Image Classification | Apr 12, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models | Sep 27, 2024 | Automatic Speech RecognitionMamba | —Unverified | 0 |
| SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding | Apr 1, 2024 | MambaState Space Models | —Unverified | 0 |
| SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors | Aug 28, 2024 | AnatomyMamba | —Unverified | 0 |
| SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG | Jan 3, 2025 | EEGMamba | —Unverified | 0 |
| State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters | Mar 7, 2025 | ARCDecoder | —Unverified | 0 |
| State Soup: In-Context Skill Learning, Retrieval and Mixing | Jun 12, 2024 | In-Context LearningMamba | —Unverified | 0 |
| StateSpaceDiffuser: Bringing Long Context to Diffusion World Models | May 28, 2025 | Mamba | —Unverified | 0 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 |
| State Space Models for Extractive Summarization in Low Resource Scenarios | Jan 24, 2025 | Extractive SummarizationMamba | —Unverified | 0 |
| State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition | Jun 20, 2025 | Automatic Speech RecognitionDiversity | —Unverified | 0 |
| Stereo sound event localization and detection based on PSELDnet pretraining and BiMamba sequence modeling | Jun 16, 2025 | DecoderMamba | —Unverified | 0 |
| ST-Mamba: Spatial-Temporal Mamba for Traffic Flow Estimation Recovery using Limited Data | Jul 11, 2024 | Cloud ComputingMamba | —Unverified | 0 |
| ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection | Dec 28, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 |
| StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning | Jun 26, 2025 | MambaRepresentation Learning | —Unverified | 0 |
| ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction | Apr 20, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling | Oct 9, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 |
| SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching | Sep 9, 2024 | Image SegmentationImage Stitching | —Unverified | 0 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion | Apr 17, 2024 | MambaMotion Generation | —Unverified | 0 |
| S^3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model | Nov 16, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Text to Image Generation and Editing: A Survey | May 5, 2025 | Image GenerationMamba | —Unverified | 0 |
| TF-Mamba: A Time-Frequency Network for Sound Source Localization | Sep 8, 2024 | MambaSound Source Localization | —Unverified | 0 |
| The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity | Dec 9, 2024 | MambaState Space Models | —Unverified | 0 |
| The Expressive Capacity of State Space Models: A Formal Language Perspective | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners | Feb 27, 2025 | MambaMathematical Reasoning | —Unverified | 0 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 |
| Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting | May 25, 2024 | MambaState Space Models | —Unverified | 0 |
| Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes | Sep 18, 2024 | MambaState Space Models | —Unverified | 0 |
| Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans | Feb 20, 2025 | MambaSegmentation | —Unverified | 0 |
| Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation | May 9, 2025 | MambaSegmentation | —Unverified | 0 |
| Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model | Nov 6, 2024 | 3D Semantic Scene CompletionAutonomous Driving | —Unverified | 0 |
| Towards General Multimodal Visual Tracking | Mar 14, 2025 | MambaVisual Tracking | —Unverified | 0 |
| Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models | May 8, 2024 | Autonomous DrivingDecoder | —Unverified | 0 |
| TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms | May 2, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba | Feb 21, 2025 | image-classificationImage Classification | —Unverified | 0 |
| TransMamba: Flexibly Switching between Transformer and Mamba | Mar 31, 2025 | MambaScheduling | —Unverified | 0 |
| Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images | Sep 13, 2024 | Image SegmentationMamba | —Unverified | 0 |
| TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models | Oct 3, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond | Jan 1, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| Ultra-Low Latency Speech Enhancement - A Comprehensive Study | Sep 16, 2024 | MambaSpeech Enhancement | —Unverified | 0 |