| Core-Periphery Principle Guided State Space Model for Functional Connectome Classification | Mar 18, 2025 | Functional ConnectivityMamba | —Unverified | 0 |
| Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels | Mar 18, 2025 | GPULanguage Modeling | CodeCode Available | 2 |
| MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations | Mar 18, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 |
| xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference | Mar 17, 2025 | MambaMath | CodeCode Available | 7 |
| MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling | Mar 17, 2025 | GPULanguage Modeling | CodeCode Available | 2 |
| UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection | Mar 15, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification | Mar 14, 2025 | Mamba | CodeCode Available | 0 |
| Hierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting | Mar 14, 2025 | Decision MakingMamba | —Unverified | 0 |
| FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection | Mar 14, 2025 | DecoderMamba | —Unverified | 0 |
| Towards General Multimodal Visual Tracking | Mar 14, 2025 | MambaVisual Tracking | —Unverified | 0 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 |
| Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers | Mar 14, 2025 | GPUMamba | —Unverified | 0 |
| Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM | Mar 13, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Mar 13, 2025 | channel selectionContrastive Learning | —Unverified | 0 |
| Category Prompt Mamba Network for Nuclei Segmentation and Classification | Mar 13, 2025 | ClassificationMamba | —Unverified | 0 |
| Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations | Mar 13, 2025 | MambaState Space Models | —Unverified | 0 |
| Multi-Modal Mamba Modeling for Survival Prediction (M4Survive): Adapting Joint Foundation Model Representations | Mar 13, 2025 | Computational EfficiencyMamba | CodeCode Available | 2 |
| Mamba-VA: A Mamba-based Approach for Continuous Emotion Recognition in Valence-Arousal Space | Mar 13, 2025 | Autonomous DrivingEmotion Recognition | CodeCode Available | 0 |
| RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing | Mar 13, 2025 | Computational EfficiencyMamba | CodeCode Available | 2 |
| Mamba time series forecasting with uncertainty quantification | Mar 13, 2025 | MambaProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection | Mar 12, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Contrastive LearningImage Segmentation | —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 |
| OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models | Mar 11, 2025 | GPUMamba | CodeCode Available | 2 |
