| 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 |