| DefMamba: Deformable Visual State Space Model | Jan 1, 2025 | Computational Efficiencyimage-classification | —Unverified | 0 |
| SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation | Jan 1, 2025 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
| Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model | Jan 1, 2025 | Brain Tumor SegmentationMamba | —Unverified | 0 |
| M3amba: Memory Mamba is All You Need for Whole Slide Image Classification | Jan 1, 2025 | Allimage-classification | —Unverified | 0 |
| Segmenting Maxillofacial Structures in CBCT Volumes | Jan 1, 2025 | AnatomyBenchmarking | —Unverified | 0 |
| Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution | Jan 1, 2025 | Contrastive LearningMamba | —Unverified | 0 |
| Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding | Jan 1, 2025 | Human-Object Interaction DetectionMamba | —Unverified | 0 |
| Hierarchical Gaussian Mixture Model Splatting for Efficient and Part Controllable 3D Generation | Jan 1, 2025 | 3D GenerationMamba | —Unverified | 0 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model | Jan 1, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond | Jan 1, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection | Dec 28, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —Unverified | 0 |
| DepthMamba with Adaptive Fusion | Dec 28, 2024 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion | Dec 26, 2024 | Depth CompletionMamba | —Unverified | 0 |
| COMO: Cross-Mamba Interaction and Offset-Guided Fusion for Multimodal Object Detection | Dec 24, 2024 | MambaObject | —Unverified | 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 |
| Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning | Dec 24, 2024 | Graph EmbeddingGraph Learning | —Unverified | 0 |
| ViM-Disparity: Bridging the Gap of Speed, Accuracy and Memory for Disparity Map Generation | Dec 21, 2024 | Mamba | CodeCode Available | 0 |
| From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba | Dec 21, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Lillama: Large Language Models Compression via Low-Rank Feature Distillation | Dec 21, 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 |
| BabyHGRN: Exploring RNNs for Sample-Efficient Training of Language Models | Dec 20, 2024 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation | Dec 19, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 |
| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation | Dec 15, 2024 | MambaScene Generation | —Unverified | 0 |
| A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers | Dec 15, 2024 | Computational EfficiencyDynamic graph embedding | —Unverified | 0 |
| BarcodeMamba: State Space Models for Biodiversity Analysis | Dec 15, 2024 | MambaState Space Models | CodeCode Available | 0 |
| MASV: Speaker Verification with Global and Local Context Mamba | Dec 14, 2024 | MambaSpeaker Verification | —Unverified | 0 |
| LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity | Dec 13, 2024 | GPUMamba | —Unverified | 0 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Selective State Space Memory for Large Vision-Language Models | Dec 13, 2024 | MambaVisual Question Answering (VQA) | —Unverified | 0 |
| Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices | Dec 12, 2024 | Knowledge DistillationMamba | —Unverified | 0 |
| LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba | Dec 11, 2024 | 3D Semantic Occupancy PredictionMamba | —Unverified | 0 |
| DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Dec 11, 2024 | Graph structure learningInformativeness | CodeCode Available | 0 |
| Bidirectional Mamba state-space model for anomalous diffusion | Dec 10, 2024 | Mambamodel | —Unverified | 0 |
| Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence | Dec 10, 2024 | Action RecognitionContrastive Learning | —Unverified | 0 |
| MPSI: Mamba enhancement model for pixel-wise sequential interaction Image Super-Resolution | Dec 10, 2024 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery | Dec 9, 2024 | Image SegmentationMamba | —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 |
| MSECG: Incorporating Mamba for Robust and Efficient ECG Super-Resolution | Dec 6, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models | Dec 3, 2024 | DiagnosticMamba | —Unverified | 0 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 |
| Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games | Dec 1, 2024 | Atari GamesDecision Making | CodeCode Available | 0 |
| Learning Mamba as a Continual Learner | Dec 1, 2024 | Continual LearningMamba | —Unverified | 0 |
| AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment | Dec 1, 2024 | cross-modal alignmentMamba | —Unverified | 0 |
| Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing | Nov 29, 2024 | AllForm | —Unverified | 0 |
| MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network | Nov 28, 2024 | DenoisingMamba | CodeCode Available | 0 |
| An Ensemble Approach for Brain Tumor Segmentation and Synthesis | Nov 26, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |