| FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation | Jun 19, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution | Jun 17, 2025 | MambaSuper-Resolution | —Unverified | 0 |
| Scaling Algorithm Distillation for Continuous Control with Mamba | Jun 16, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Stereo sound event localization and detection based on PSELDnet pretraining and BiMamba sequence modeling | Jun 16, 2025 | DecoderMamba | —Unverified | 0 |
| MT-PCR: A Hybrid Mamba-Transformer with Spatial Serialization for Hierarchical Point Cloud Registration | Jun 16, 2025 | GPUMamba | —Unverified | 0 |
| M4V: Multi-Modal Mamba for Text-to-Video Generation | Jun 12, 2025 | MambaText-to-Video Generation | —Unverified | 0 |
| Sequential-Parallel Duality in Prefix Scannable Models | Jun 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot | Jun 11, 2025 | MambaState Space Models | —Unverified | 0 |
| SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging | Jun 10, 2025 | Mamba | —Unverified | 0 |
| MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding | Jun 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network | Jun 10, 2025 | GPUMamba | —Unverified | 0 |
| M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration | Jun 9, 2025 | AllImage Restoration | —Unverified | 0 |
| FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images | Jun 9, 2025 | DiagnosticLesion Segmentation | —Unverified | 0 |
| 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 |
| MesaNet: Sequence Modeling by Locally Optimal Test-Time Training | Jun 5, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Log-Linear Attention | Jun 5, 2025 | MambaState Space Models | —Unverified | 0 |
| DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling | Jun 5, 2025 | AnatomyBrain Tumor Segmentation | —Unverified | 0 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 0 |
| A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging | Jun 4, 2025 | MambaSuper-Resolution | CodeCode Available | 0 |
| Comba: Improving Bilinear RNNs with Closed-loop Control | Jun 3, 2025 | MambaManagement | —Unverified | 0 |
| Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition? | Jun 2, 2025 | Emotion RecognitionMamba | —Unverified | 0 |
| Mamba Drafters for Speculative Decoding | Jun 1, 2025 | Large Language ModelMamba | —Unverified | 0 |
| 3D Skeleton-Based Action Recognition: A Review | Jun 1, 2025 | Action RecognitionData Augmentation | —Unverified | 0 |
| PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition | Jun 1, 2025 | Emotion RecognitionMamba | —Unverified | 0 |
| General-purpose audio representation learning for real-world sound scenes | Jun 1, 2025 | MambaRepresentation Learning | —Unverified | 0 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| Mamba Knockout for Unraveling Factual Information Flow | May 30, 2025 | Mamba | CodeCode Available | 0 |
| Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting | May 29, 2025 | EpidemiologyMamba | CodeCode Available | 0 |
| RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting | May 28, 2025 | Deep LearningMamba | —Unverified | 0 |
| StateSpaceDiffuser: Bringing Long Context to Diffusion World Models | May 28, 2025 | Mamba | —Unverified | 0 |
| OccLE: Label-Efficient 3D Semantic Occupancy Prediction | May 27, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | —Unverified | 0 |
| HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion | May 27, 2025 | DecoderDepth Completion | —Unverified | 0 |
| ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding | May 27, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Sparsified State-Space Models are Efficient Highway Networks | May 27, 2025 | MambaState Space Models | CodeCode Available | 0 |
| Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling | May 27, 2025 | Mamba | —Unverified | 0 |
| Latent Mamba Operator for Partial Differential Equations | May 25, 2025 | MambaState Space Models | —Unverified | 0 |
| Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings | May 25, 2025 | MambaState Space Models | CodeCode Available | 0 |
| FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization | May 25, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation | May 24, 2025 | Image SegmentationKolmogorov-Arnold Networks | CodeCode Available | 0 |
| Selection Mechanisms for Sequence Modeling using Linear State Space Models | May 23, 2025 | Fault DetectionLanguage Modeling | —Unverified | 0 |
| Hybrid Mamba-Transformer Decoder for Error-Correcting Codes | May 23, 2025 | DecoderMamba | —Unverified | 0 |
| Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss | May 23, 2025 | MambaWeakly-supervised Learning | —Unverified | 0 |
| EVM-Fusion: An Explainable Vision Mamba Architecture with Neural Algorithmic Fusion | May 23, 2025 | Decision Makingimage-classification | —Unverified | 0 |
| SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation | May 22, 2025 | MambaMRI segmentation | —Unverified | 0 |
| PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging | May 22, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Active Speech Enhancement: Active Speech Denoising Decliping and Deveraberation | May 22, 2025 | DenoisingMamba | —Unverified | 0 |
| Mechanistic evaluation of Transformers and state space models | May 21, 2025 | Language ModellingMamba | —Unverified | 0 |
| Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought | May 21, 2025 | ChatbotInstruction Following | —Unverified | 0 |
| HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning | May 21, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| FR-Mamba: Time-Series Physical Field Reconstruction Based on State Space Model | May 21, 2025 | MambaTime Series | —Unverified | 0 |