| Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling | Oct 9, 2024 | AttributeLanguage Modeling | —Unverified | 0 | 0 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 | 0 |
| SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching | Sep 9, 2024 | Image SegmentationImage Stitching | —Unverified | 0 | 0 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion | Apr 17, 2024 | MambaMotion Generation | —Unverified | 0 | 0 |
| S^3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model | Nov 16, 2024 | MambaSuper-Resolution | —Unverified | 0 | 0 |
| Text to Image Generation and Editing: A Survey | May 5, 2025 | Image GenerationMamba | —Unverified | 0 | 0 |
| TF-Mamba: A Time-Frequency Network for Sound Source Localization | Sep 8, 2024 | MambaSound Source Localization | —Unverified | 0 | 0 |
| The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity | Dec 9, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| The Expressive Capacity of State Space Models: A Formal Language Perspective | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners | Feb 27, 2025 | MambaMathematical Reasoning | —Unverified | 0 | 0 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 | 0 |
| Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting | May 25, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes | Sep 18, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans | Feb 20, 2025 | MambaSegmentation | —Unverified | 0 | 0 |
| Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation | May 9, 2025 | MambaSegmentation | —Unverified | 0 | 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 | 0 |
| Towards General Multimodal Visual Tracking | Mar 14, 2025 | MambaVisual Tracking | —Unverified | 0 | 0 |
| Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models | May 8, 2024 | Autonomous DrivingDecoder | —Unverified | 0 | 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 | 0 |
| TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba | Feb 21, 2025 | image-classificationImage Classification | —Unverified | 0 | 0 |
| TransMamba: Flexibly Switching between Transformer and Mamba | Mar 31, 2025 | MambaScheduling | —Unverified | 0 | 0 |
| Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images | Sep 13, 2024 | Image SegmentationMamba | —Unverified | 0 | 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 | 0 |
| TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond | Jan 1, 2025 | Image Super-ResolutionMamba | —Unverified | 0 | 0 |
| Ultra-Low Latency Speech Enhancement - A Comprehensive Study | Sep 16, 2024 | MambaSpeech Enhancement | —Unverified | 0 | 0 |
| U-Mamba-Net: A highly efficient Mamba-based U-net style network for noisy and reverberant speech separation | Dec 24, 2024 | feature selectionMamba | —Unverified | 0 | 0 |
| UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba | Oct 15, 2024 | DecoderMamba | —Unverified | 0 | 0 |
| Unified Medical Image Segmentation with State Space Modeling Snake | Jul 17, 2025 | Image SegmentationMamba | —Unverified | 0 | 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 | 0 |
| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 | 0 |
| Unleashing the Potential of Mamba: Boosting a LiDAR 3D Sparse Detector by Using Cross-Model Knowledge Distillation | Sep 17, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| M&M: Unsupervised Mamba-based Mastoidectomy for Cochlear Implant Surgery with Noisy Data | Jul 22, 2024 | Mamba | —Unverified | 0 | 0 |
| Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers | Mar 14, 2025 | GPUMamba | —Unverified | 0 | 0 |
| Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba | Jun 24, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba | Mar 12, 2025 | MambaQuantization | —Unverified | 0 | 0 |
| Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces | Jun 24, 2024 | Crack SegmentationDecoder | —Unverified | 0 | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| VMambaCC: A Visual State Space Model for Crowd Counting | May 7, 2024 | Crowd Countingimage-classification | —Unverified | 0 | 0 |
| VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image | Apr 20, 2025 | 3D Interacting Hand Pose EstimationComputational Efficiency | —Unverified | 0 | 0 |
| VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis | May 9, 2024 | DecoderDiversity | —Unverified | 0 | 0 |
| WaLRUS: Wavelets for Long-range Representation Using SSMs | May 17, 2025 | DiversityMamba | —Unverified | 0 | 0 |
| Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution | Sep 14, 2024 | GPUMamba | —Unverified | 0 | 0 |
| Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss | May 23, 2025 | MambaWeakly-supervised Learning | —Unverified | 0 | 0 |
| What Makes Two Language Models Think Alike? | Jun 18, 2024 | MambaMetric Learning | —Unverified | 0 | 0 |