| MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation | Aug 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 0 | 5 |
| Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks | Nov 6, 2024 | In-Context LearningMamba | CodeCode Available | 0 | 5 |
| Novel Diffusion Models for Multimodal 3D Hand Trajectory Prediction | Apr 10, 2025 | DenoisingMamba | CodeCode Available | 0 | 5 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery | Jun 7, 2025 | Building Damage AssessmentBuilding Flood Damage Assessment | CodeCode Available | 0 | 5 |
| ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba | Aug 15, 2024 | Computational EfficiencyImage Colorization | CodeCode Available | 0 | 5 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | CodeCode Available | 0 | 5 |
| A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification | Apr 23, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation | Nov 14, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 | 5 |
| A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging | Jun 4, 2025 | MambaSuper-Resolution | CodeCode Available | 0 | 5 |
| From Markov to Laplace: How Mamba In-Context Learns Markov Chains | Feb 14, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 | 5 |
| A SSM is Polymerized from Multivariate Time Series | Sep 30, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs | Apr 22, 2024 | Image EnhancementMamba | CodeCode Available | 0 | 5 |
| GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI | Apr 6, 2025 | Image-to-Image TranslationMamba | CodeCode Available | 0 | 5 |
| Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba | Jun 22, 2025 | Mambaparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation | Oct 21, 2024 | Mamba | CodeCode Available | 0 | 5 |
| MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox Detection | Sep 6, 2024 | Mamba | CodeCode Available | 0 | 5 |
| A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement | Apr 18, 2025 | MambaRetinal Vessel Segmentation | CodeCode Available | 0 | 5 |
| MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering | Aug 21, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 0 | 5 |
| Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification | Aug 2, 2024 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 0 | 5 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| Microscopic-Mamba: Revealing the Secrets of Microscopic Images with Just 4M Parameters | Sep 12, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting | May 29, 2025 | EpidemiologyMamba | CodeCode Available | 0 | 5 |
| Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric Simulator | Mar 8, 2024 | MambaObject Tracking | CodeCode Available | 0 | 5 |
| HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model | Jun 9, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning | Mar 3, 2025 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization | Feb 23, 2024 | Computational EfficiencyDisentanglement | CodeCode Available | 0 | 5 |
| MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation | Sep 12, 2024 | Brain SegmentationMamba | CodeCode Available | 0 | 5 |
| BarcodeMamba: State Space Models for Biodiversity Analysis | Dec 15, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Sparsified State-Space Models are Efficient Highway Networks | May 27, 2025 | MambaState Space Models | CodeCode Available | 0 | 5 |
| A Deep Learning-Based Approach for Mangrove Monitoring | Oct 7, 2024 | Deep LearningMamba | CodeCode Available | 0 | 5 |
| Decision Mamba Architectures | May 13, 2024 | D4RLImitation Learning | CodeCode Available | 0 | 5 |
| Before It's Too Late: A State Space Model for the Early Prediction of Misinformation and Disinformation Engagement | Feb 7, 2025 | MambaMisinformation | CodeCode Available | 0 | 5 |
| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 | 5 |
| Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba | Sep 25, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 | 5 |
| A Law of Next-Token Prediction in Large Language Models | Aug 24, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis | Feb 18, 2025 | BenchmarkingMamba | CodeCode Available | 0 | 5 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 | 5 |
| BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection | Nov 21, 2024 | MambaSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation | Sep 28, 2024 | Image SegmentationMamba | CodeCode Available | 0 | 5 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 | 5 |
| BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification | Mar 14, 2025 | Mamba | CodeCode Available | 0 | 5 |
| Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL | Jun 8, 2024 | Data AugmentationMamba | CodeCode Available | 0 | 5 |
| How Effective are State Space Models for Machine Translation? | Jul 7, 2024 | Machine TranslationMamba | CodeCode Available | 0 | 5 |
| Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings | May 25, 2025 | MambaState Space Models | CodeCode Available | 0 | 5 |
| SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba | Sep 18, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| SR-Mamba: Effective Surgical Phase Recognition with State Space Model | Jul 11, 2024 | DecoderMamba | CodeCode Available | 0 | 5 |
| Mamba Knockout for Unraveling Factual Information Flow | May 30, 2025 | Mamba | CodeCode Available | 0 | 5 |
| Mamba-Based Ensemble learning for White Blood Cell Classification | Apr 15, 2025 | BenchmarkingClassification | CodeCode Available | 0 | 5 |