| Unified Medical Image Segmentation with State Space Modeling Snake | Jul 17, 2025 | Image SegmentationMamba | —Unverified | 0 |
| A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains | Jul 17, 2025 | Action RecognitionHand-Object Interaction Detection | —Unverified | 0 |
| Differential Mamba | Jul 8, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models | Jul 8, 2025 | DenoisingDiagnostic | CodeCode Available | 1 |
| FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation | Jul 7, 2025 | MambaRecommendation Systems | CodeCode Available | 1 |
| MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture | Jul 6, 2025 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 0 |
| MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection | Jul 6, 2025 | 3D Object DetectionAttribute | CodeCode Available | 2 |
| Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting | Jul 4, 2025 | Magnetic Resonance FingerprintingMamba | —Unverified | 0 |
| Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation | Jul 2, 2025 | MambaSegmentation | CodeCode Available | 0 |
| MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement | Jul 1, 2025 | Automatic Speech RecognitionMamba | CodeCode Available | 2 |
| Mamba-FETrack V2: Revisiting State Space Model for Frame-Event based Visual Object Tracking | Jun 30, 2025 | MambaObject Tracking | CodeCode Available | 1 |
| MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction | Jun 30, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 |
| EAMamba: Efficient All-Around Vision State Space Model for Image Restoration | Jun 27, 2025 | AllDeblurring | CodeCode Available | 2 |
| StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning | Jun 26, 2025 | MambaRepresentation Learning | —Unverified | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| JCAPT: A Joint Modeling Approach for CAPT | Jun 24, 2025 | Mamba | —Unverified | 0 |
| FlightKooba: A Fast Interpretable FTP Model | Jun 24, 2025 | Mambamodel | —Unverified | 0 |
| Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba | Jun 22, 2025 | Mambaparameter-efficient fine-tuning | CodeCode Available | 0 |
| VMRA-MaR: An Asymmetry-Aware Temporal Framework for Longitudinal Breast Cancer Risk Prediction | Jun 20, 2025 | Mamba | CodeCode Available | 0 |
| State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition | Jun 20, 2025 | Automatic Speech RecognitionDiversity | —Unverified | 0 |
| FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation | Jun 19, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| EDNet: A Distortion-Agnostic Speech Enhancement Framework with Gating Mamba Mechanism and Phase Shift-Invariant Training | Jun 19, 2025 | Bandwidth ExtensionDenoising | —Unverified | 0 |
| FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution | Jun 17, 2025 | MambaSuper-Resolution | —Unverified | 0 |
| MT-PCR: A Hybrid Mamba-Transformer with Spatial Serialization for Hierarchical Point Cloud Registration | Jun 16, 2025 | GPUMamba | —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 |
| 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 |
| DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba | Jun 12, 2025 | Mamba | CodeCode Available | 1 |
| SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot | Jun 11, 2025 | MambaState Space Models | —Unverified | 0 |
| InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba | Jun 10, 2025 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network | Jun 10, 2025 | GPUMamba | —Unverified | 0 |
| KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting | Jun 10, 2025 | Computational EfficiencyMamba | CodeCode Available | 1 |
| MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding | Jun 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging | Jun 10, 2025 | Mamba | —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 | CodeCode Available | 0 |
| DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling | Jun 5, 2025 | AnatomyBrain Tumor Segmentation | —Unverified | 0 |
| Log-Linear Attention | Jun 5, 2025 | MambaState Space Models | —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 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 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 |
| AceVFI: A Comprehensive Survey of Advances in Video Frame Interpolation | Jun 1, 2025 | MambaMotion Compensation | CodeCode Available | 2 |
| 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 |
| Mamba Drafters for Speculative Decoding | Jun 1, 2025 | Large Language ModelMamba | —Unverified | 0 |