| ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases | Feb 25, 2025 | Graph LearningMamba | —Unverified | 0 |
| MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation | Feb 24, 2025 | Hyperspectral Image SegmentationImage Segmentation | CodeCode Available | 0 |
| MambaFlow: A Novel and Flow-guided State Space Model for Scene Flow Estimation | Feb 24, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation | Feb 23, 2025 | Mamba | —Unverified | 0 |
| A Reverse Mamba Attention Network for Pathological Liver Segmentation | Feb 23, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models | Feb 23, 2025 | Mamba | —Unverified | 0 |
| SalM2: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention | Feb 22, 2025 | Mamba | CodeCode Available | 2 |
| 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 |
| Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans | Feb 20, 2025 | MambaSegmentation | —Unverified | 0 |
| Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling | Feb 20, 2025 | DecoderGPU | CodeCode Available | 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 |
| MambaLiteSR: Image Super-Resolution with Low-Rank Mamba using Knowledge Distillation | Feb 19, 2025 | Image Super-ResolutionKnowledge Distillation | —Unverified | 0 |
| SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion | Feb 19, 2025 | Action RecognitionMamba | —Unverified | 0 |
| MobileViM: A Light-weight and Dimension-independent Vision Mamba for 3D Medical Image Analysis | Feb 19, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention | Feb 19, 2025 | image-classificationImage Classification | CodeCode Available | 2 |
| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation | Feb 18, 2025 | DecoderGPU | CodeCode Available | 2 |
| DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 2 |
| 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 |
| X-IL: Exploring the Design Space of Imitation Learning Policies | Feb 17, 2025 | Imitation LearningMamba | CodeCode Available | 2 |
| 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 |
| DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities | Feb 16, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection | Feb 16, 2025 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer | Feb 16, 2025 | Mamba | CodeCode Available | 0 |
| A Lightweight and Effective Image Tampering Localization Network with Vision Mamba | Feb 14, 2025 | DecoderMamba | CodeCode Available | 1 |
| DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products | Feb 14, 2025 | Language ModelingLanguage Modelling | 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 |
| scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders | Feb 12, 2025 | Dimensionality ReductionImputation | —Unverified | 0 |
| MAAT: Mamba Adaptive Anomaly Transformer with association discrepancy for time series | Feb 11, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| 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 |
| Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation? | Feb 10, 2025 | Image SegmentationLong-range modeling | —Unverified | 0 |
| MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition | Feb 9, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| CacheMamba: Popularity Prediction for Mobile Edge Caching Networks via Selective State Spaces | Feb 9, 2025 | Autonomous VehiclesMamba | —Unverified | 0 |
| 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 |
| The α-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance | Feb 7, 2025 | ImputationMamba | CodeCode Available | 0 |
| Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation | Feb 5, 2025 | ColorizationMamba | —Unverified | 0 |
| On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach | Feb 4, 2025 | Mamba | —Unverified | 0 |
| DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification | Feb 4, 2025 | Hyperspectral Image Classificationimage-classification | —Unverified | 0 |
| UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation | Feb 4, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| Deep Active Speech Cancellation with Mamba-Masking Network | Feb 3, 2025 | Mamba | —Unverified | 0 |
| A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation | Feb 1, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| MambaGlue: Fast and Robust Local Feature Matching With Mamba | Feb 1, 2025 | Mamba | CodeCode Available | 3 |
| HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution | Jan 30, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |