| MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation | Jun 6, 2024 | DecoderDepth Estimation | —Unverified | 0 |
| Burst Image Super-Resolution with Mamba | Mar 25, 2025 | Burst Image Super-ResolutionComputational Efficiency | —Unverified | 0 |
| A Mamba Foundation Model for Time Series Forecasting | Nov 5, 2024 | Mambamodel | —Unverified | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —Unverified | 0 |
| Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography | Dec 20, 2024 | EEGElectrocardiography (ECG) | —Unverified | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory | Jul 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model | May 26, 2024 | Knowledge TracingMamba | —Unverified | 0 |
| Block-Biased Mamba for Long-Range Sequence Processing | May 13, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation | Mar 10, 2025 | MambaOptical Flow Estimation | —Unverified | 0 |
| ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement | Jul 25, 2024 | Anomaly LocalizationImage Reconstruction | —Unverified | 0 |
| ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model | Apr 16, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Mamba for Scalable and Efficient Personalized Recommendations | Sep 11, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 |
| DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models | Aug 8, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs | Aug 13, 2024 | Dynamic Link PredictionDynamic Node Classification | —Unverified | 0 |
| Pamba: Enhancing Global Interaction in Point Clouds via State Space Model | Jun 25, 2024 | 3D Semantic SegmentationMamba | —Unverified | 0 |
| MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability | Mar 22, 2025 | MambaObject | —Unverified | 0 |
| Dyadic Mamba: Long-term Dyadic Human Motion Synthesis | May 14, 2025 | MambaMotion Synthesis | —Unverified | 0 |
| BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging | Nov 3, 2024 | Automatic Sleep Stage ClassificationClassification | —Unverified | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 |
| Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos | Sep 4, 2024 | DenoisingMamba | —Unverified | 0 |
