| Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations | Mar 13, 2025 | MambaState Space Models | —Unverified | 0 |
| Mamba-VA: A Mamba-based Approach for Continuous Emotion Recognition in Valence-Arousal Space | Mar 13, 2025 | Autonomous DrivingEmotion Recognition | CodeCode Available | 0 |
| Category Prompt Mamba Network for Nuclei Segmentation and Classification | Mar 13, 2025 | ClassificationMamba | —Unverified | 0 |
| OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Mar 13, 2025 | channel selectionContrastive Learning | —Unverified | 0 |
| Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection | Mar 12, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba | Mar 12, 2025 | MambaQuantization | —Unverified | 0 |
| GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Image SegmentationMamba | —Unverified | 0 |
| MinGRU-Based Encoder for Turbo Autoencoder Frameworks | Mar 11, 2025 | MambaState Space Models | —Unverified | 0 |
| From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction | Mar 10, 2025 | Image ReconstructionMamba | —Unverified | 0 |
| Multi-granular body modeling with Redundancy-Free Spatiotemporal Fusion for Text-Driven Motion Generation | Mar 10, 2025 | MambaMotion Generation | —Unverified | 0 |
| MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation | Mar 10, 2025 | MambaOptical Flow Estimation | —Unverified | 0 |
| Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models | Mar 9, 2025 | Anomaly DetectionMamba | CodeCode Available | 0 |
| Global-Aware Monocular Semantic Scene Completion with State Space Models | Mar 9, 2025 | DecoderMamba | —Unverified | 0 |
| Future-Aware Interaction Network For Motion Forecasting | Mar 9, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| Small Vision-Language Models: A Survey on Compact Architectures and Techniques | Mar 9, 2025 | Computational EfficiencyKnowledge Distillation | —Unverified | 0 |
| State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters | Mar 7, 2025 | ARCDecoder | —Unverified | 0 |
| JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba | Mar 5, 2025 | GPUMamba | —Unverified | 0 |
| COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation | Mar 4, 2025 | Computational EfficiencyMamba | CodeCode Available | 0 |
| SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning | Mar 3, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| Mamba base PKD for efficient knowledge compression | Mar 3, 2025 | image-classificationImage Classification | —Unverified | 0 |
| 2DMCG:2DMambawith Change Flow Guidance for Change Detection in Remote Sensing | Mar 1, 2025 | Change DetectionMamba | —Unverified | 0 |
| A Quantum-Empowered SPEI Drought Forecasting Algorithm Using Spatially-Aware Mamba Network | Feb 28, 2025 | Mamba | —Unverified | 0 |
| Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners | Feb 27, 2025 | MambaMathematical Reasoning | —Unverified | 0 |
| ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases | Feb 25, 2025 | Graph LearningMamba | —Unverified | 0 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation | Feb 24, 2025 | Hyperspectral Image SegmentationImage Segmentation | CodeCode Available | 0 |
| MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation | Feb 23, 2025 | Mamba | —Unverified | 0 |
| Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models | Feb 23, 2025 | Mamba | —Unverified | 0 |
| LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models | Feb 21, 2025 | Machine TranslationMamba | —Unverified | 0 |
| TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba | Feb 21, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Llamba: Scaling Distilled Recurrent Models for Efficient Language Processing | Feb 20, 2025 | Mamba | —Unverified | 0 |
| Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling | Feb 20, 2025 | DecoderGPU | CodeCode Available | 0 |
| Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans | Feb 20, 2025 | MambaSegmentation | —Unverified | 0 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 |
| SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion | Feb 19, 2025 | Action RecognitionMamba | —Unverified | 0 |
| MambaLiteSR: Image Super-Resolution with Low-Rank Mamba using Knowledge Distillation | Feb 19, 2025 | Image Super-ResolutionKnowledge Distillation | —Unverified | 0 |
| MobileViM: A Light-weight and Dimension-independent Vision Mamba for 3D Medical Image Analysis | Feb 19, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis | Feb 18, 2025 | BenchmarkingMamba | CodeCode Available | 0 |
| High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation | Feb 17, 2025 | Mamba | —Unverified | 0 |
| LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws | Feb 17, 2025 | MambaState Space Models | —Unverified | 0 |
| S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting | Feb 17, 2025 | MambaTime Series | —Unverified | 0 |
| RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer | Feb 16, 2025 | Mamba | CodeCode Available | 0 |
| From Markov to Laplace: How Mamba In-Context Learns Markov Chains | Feb 14, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| EmbBERT-Q: Breaking Memory Barriers in Embedded NLP | Feb 14, 2025 | MambaQuantization | CodeCode Available | 0 |
| DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products | Feb 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders | Feb 12, 2025 | Dimensionality ReductionImputation | —Unverified | 0 |
| NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection | Feb 11, 2025 | Event DetectionMamba | —Unverified | 0 |
| A Survey on Mamba Architecture for Vision Applications | Feb 11, 2025 | Mambaobject-detection | —Unverified | 0 |
| FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model | Feb 10, 2025 | EEGMamba | —Unverified | 0 |