| Sparse Deformable Mamba for Hyperspectral Image Classification | Apr 13, 2025 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation | Apr 13, 2025 | Computational EfficiencyLesion Segmentation | —Unverified | 0 |
| EMO-X: Efficient Multi-Person Pose and Shape Estimation in One-Stage | Apr 11, 2025 | DecoderMamba | —Unverified | 0 |
| Novel Diffusion Models for Multimodal 3D Hand Trajectory Prediction | Apr 10, 2025 | DenoisingMamba | CodeCode Available | 0 |
| A Novel Mamba-based Sequential Recommendation Method | Apr 10, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| ms-Mamba: Multi-scale Mamba for Time-Series Forecasting | Apr 10, 2025 | MambaTime Series | —Unverified | 0 |
| Dynamic Vision Mamba | Apr 7, 2025 | Mamba | CodeCode Available | 1 |
| One-Minute Video Generation with Test-Time Training | Apr 7, 2025 | MambaVideo Generation | —Unverified | 0 |
| GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network | Apr 7, 2025 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Gating is Weighting: Understanding Gated Linear Attention through In-context Learning | Apr 6, 2025 | In-Context LearningMamba | —Unverified | 0 |
| GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI | Apr 6, 2025 | Image-to-Image TranslationMamba | CodeCode Available | 0 |
| Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation | Apr 4, 2025 | Domain GeneralizationMamba | CodeCode Available | 2 |
| Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection | Apr 4, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models | Apr 4, 2025 | Mamba | —Unverified | 0 |
| Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation | Apr 3, 2025 | MambaTalking Head Generation | CodeCode Available | 3 |
| Cognitive Memory in Large Language Models | Apr 3, 2025 | Low-rank compressionMamba | —Unverified | 0 |
| EvMic: Event-based Non-contact sound recovery from effective spatial-temporal modeling | Apr 3, 2025 | Mamba | —Unverified | 0 |
| Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements | Apr 2, 2025 | MambaTime Series | —Unverified | 0 |
| Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes | Apr 2, 2025 | MambaSaliency Prediction | CodeCode Available | 1 |
| CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection | Apr 2, 2025 | Computational EfficiencyFeature Importance | —Unverified | 0 |
| TransMamba: Flexibly Switching between Transformer and Mamba | Mar 31, 2025 | MambaScheduling | —Unverified | 0 |
| AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition | Mar 31, 2025 | MambaMicro Expression Recognition | —Unverified | 0 |
| Exploring Temporal Dynamics in Event-based Eye Tracker | Mar 31, 2025 | Mamba | CodeCode Available | 1 |
| Efficient Explicit Joint-level Interaction Modeling with Mamba for Text-guided HOI Generation | Mar 29, 2025 | Human-Object Interaction DetectionMamba | CodeCode Available | 0 |
| Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration | Mar 27, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition | Mar 27, 2025 | Computational EfficiencyLong-range modeling | CodeCode Available | 0 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Mar 27, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach | Mar 26, 2025 | Continual LearningMamba | —Unverified | 0 |
| Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection | Mar 26, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 |
| Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos | Mar 26, 2025 | DiagnosticMamba | CodeCode Available | 1 |
| Burst Image Super-Resolution with Mamba | Mar 25, 2025 | Burst Image Super-ResolutionComputational Efficiency | —Unverified | 0 |
| EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction | Mar 25, 2025 | Event-Based Video ReconstructionMamba | —Unverified | 0 |
| Scene-agnostic Pose Regression for Visual Localization | Mar 25, 2025 | Image RetrievalMamba | —Unverified | 0 |
| Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation | Mar 25, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| L^2FMamba: Lightweight Light Field Image Super-Resolution with State Space Model | Mar 25, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| Distil-xLSTM: Learning Attention Mechanisms through Recurrent Structures | Mar 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model | Mar 24, 2025 | Infrared And Visible Image FusionMamba | CodeCode Available | 0 |
| M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving | Mar 23, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning | Mar 23, 2025 | MambaPose Estimation | —Unverified | 0 |
| GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model | Mar 23, 2025 | Anomaly DetectionDrug Discovery | CodeCode Available | 0 |
| From S4 to Mamba: A Comprehensive Survey on Structured State Space Models | Mar 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability | Mar 22, 2025 | MambaObject | —Unverified | 0 |
| Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation | Mar 21, 2025 | DiversityMamba | —Unverified | 0 |
| Auto-Regressive Diffusion for Generating 3D Human-Object Interactions | Mar 21, 2025 | Human-Object Interaction DetectionMamba | CodeCode Available | 1 |
| MM-UNet: Meta Mamba UNet for Medical Image Segmentation | Mar 21, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 |
| SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer | Mar 20, 2025 | DecoderMamba | CodeCode Available | 2 |
| Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing | Mar 20, 2025 | Computational EfficiencyDemosaicking | CodeCode Available | 0 |