| Ultra-Low Latency Speech Enhancement - A Comprehensive Study | Sep 16, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement | Sep 16, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 |
| Self-supervised Learning for Acoustic Few-Shot Classification | Sep 15, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution | Sep 14, 2024 | GPUMamba | —Unverified | 0 |
| Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics | Sep 13, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images | Sep 13, 2024 | Image SegmentationMamba | —Unverified | 0 |
| MambaFoley: Foley Sound Generation using Selective State-Space Models | Sep 13, 2024 | DenoisingMamba | CodeCode Available | 0 |
| Microscopic-Mamba: Revealing the Secrets of Microscopic Images with Just 4M Parameters | Sep 12, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation | Sep 12, 2024 | Brain SegmentationMamba | CodeCode Available | 0 |
| Rethinking Mamba in Speech Processing by Self-Supervised Models | Sep 11, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Mamba for Scalable and Efficient Personalized Recommendations | Sep 11, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models | Sep 11, 2024 | Mamba | —Unverified | 0 |
| PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation | Sep 10, 2024 | MambaSemantic Segmentation | —Unverified | 0 |
| Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling | Sep 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification | Sep 9, 2024 | Mamba | —Unverified | 0 |
| SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching | Sep 9, 2024 | Image SegmentationImage Stitching | —Unverified | 0 |
| TF-Mamba: A Time-Frequency Network for Sound Source Localization | Sep 8, 2024 | MambaSound Source Localization | —Unverified | 0 |
| Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model | Sep 6, 2024 | MambaRetinal Vessel Segmentation | —Unverified | 0 |
| MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox Detection | Sep 6, 2024 | Mamba | CodeCode Available | 0 |
| Why mamba is effective? Exploit Linear Transformer-Mamba Network for Multi-Modality Image Fusion | Sep 5, 2024 | MambaPosition | —Unverified | 0 |
| State-space models are accurate and efficient neural operators for dynamical systems | Sep 5, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos | Sep 4, 2024 | DenoisingMamba | —Unverified | 0 |
| An Analysis of Linear Complexity Attention Substitutes with BEST-RQ | Sep 4, 2024 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models | Sep 4, 2024 | DecoderImage Reconstruction | —Unverified | 0 |
| PixelBytes: Catching Unified Embedding for Multimodal Generation | Sep 3, 2024 | Mambamultimodal generation | CodeCode Available | 0 |
| Deep Learning Techniques for Atmospheric Turbulence Removal: A Review | Sep 3, 2024 | Deep LearningMamba | —Unverified | 0 |
| Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion | Sep 3, 2024 | Long-range modelingMamba | —Unverified | 0 |
| FMRFT: Fusion Mamba and DETR for Query Time Sequence Intersection Fish Tracking | Sep 2, 2024 | Mamba | —Unverified | 0 |
| DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios | Sep 2, 2024 | MambaObject | —Unverified | 0 |
| Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models | Aug 31, 2024 | MambaState Space Models | —Unverified | 0 |
| SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors | Aug 28, 2024 | AnatomyMamba | —Unverified | 0 |
| MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms | Aug 28, 2024 | Cross-modal place recognitionMamba | CodeCode Available | 0 |
| ReMamba: Equip Mamba with Effective Long-Sequence Modeling | Aug 28, 2024 | Mamba | CodeCode Available | 0 |
| DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis | Aug 27, 2024 | Aspect-Based Sentiment AnalysisKolmogorov-Arnold Networks | —Unverified | 0 |
| ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning | Aug 27, 2024 | MambaRepresentation Learning | —Unverified | 0 |
| ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| A Law of Next-Token Prediction in Large Language Models | Aug 24, 2024 | Mamba | CodeCode Available | 0 |
| Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis | Aug 23, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Adapt CLIP as Aggregation Instructor for Image Dehazing | Aug 22, 2024 | Image DehazingMamba | —Unverified | 0 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | CodeCode Available | 0 |
| MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering | Aug 21, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 0 |
| MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling | Aug 20, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba | Aug 20, 2024 | MambaOffline RL | —Unverified | 0 |
| MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation | Aug 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 0 |
| DemMamba: Alignment-free Raw Video Demoireing with Frequency-assisted Spatio-Temporal Mamba | Aug 20, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model | Aug 20, 2024 | Disaster ResponseMamba | —Unverified | 0 |
| R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation | Aug 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Scale Representation Learning for Image Restoration with State-Space Model | Aug 19, 2024 | DenoisingImage Restoration | —Unverified | 0 |
| MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model | Aug 17, 2024 | Mambamotion prediction | —Unverified | 0 |