| Topology-aware Mamba for Crack Segmentation in Structures | Oct 25, 2024 | Crack SegmentationDecoder | CodeCode Available | 1 |
| Multi-Agent Reinforcement Learning with Selective State-Space Models | Oct 25, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges | Oct 24, 2024 | DiversityMamba | —Unverified | 0 |
| Bio2Token: All-atom tokenization of any biomolecular structure with Mamba | Oct 24, 2024 | AllMamba | —Unverified | 0 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition | Oct 22, 2024 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 |
| R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation | Oct 21, 2024 | Mamba | CodeCode Available | 0 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| MBPU: A Plug-and-Play State Space Model for Point Cloud Upsamping with Fast Point Rendering | Oct 21, 2024 | Mambapoint cloud upsampling | —Unverified | 0 |
| START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation | Oct 21, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |
| Pruning Foundation Models for High Accuracy without Retraining | Oct 21, 2024 | Mamba | CodeCode Available | 0 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object Detection | Oct 19, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion | Oct 19, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging | Oct 18, 2024 | DemosaickingMamba | —Unverified | 0 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Quamba: A Post-Training Quantization Recipe for Selective State Space Models | Oct 17, 2024 | Computational EfficiencyMamba | CodeCode Available | 2 |
| RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images | Oct 17, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone | Oct 17, 2024 | DenoisingImputation | —Unverified | 0 |
| Rethinking Token Reduction for State Space Models | Oct 16, 2024 | MambaState Space Models | CodeCode Available | 1 |
| MambaBEV: An efficient 3D detection model with Mamba2 | Oct 16, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba | Oct 15, 2024 | DecoderMamba | —Unverified | 0 |
| Mimetic Initialization Helps State Space Models Learn to Recall | Oct 14, 2024 | MambaState Space Models | —Unverified | 0 |
| CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning | Oct 14, 2024 | Audio DenoisingDecoder | CodeCode Available | 1 |
| Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution | Oct 14, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| GlobalMamba: Global Image Serialization for Vision Mamba | Oct 14, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| V2M: Visual 2-Dimensional Mamba for Image Representation Learning | Oct 14, 2024 | Instance SegmentationMamba | CodeCode Available | 1 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 |
| Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models | Oct 12, 2024 | AutoMLMamba | CodeCode Available | 1 |
| Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient | Oct 11, 2024 | MambaModel-based Reinforcement Learning | CodeCode Available | 1 |
| Parameter-Efficient Fine-Tuning of State Space Models | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RecurFormer: Not All Transformer Heads Need Self-Attention | Oct 10, 2024 | AllMamba | —Unverified | 0 |
| Moyun: A Diffusion-Based Model for Style-Specific Chinese Calligraphy Generation | Oct 10, 2024 | MambaStyle Transfer | —Unverified | 0 |
| Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model | Oct 9, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling | Oct 9, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 |
| Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion | Oct 8, 2024 | Image SegmentationMamba | —Unverified | 0 |
| DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States | Oct 8, 2024 | Autonomous DrivingMamba | CodeCode Available | 2 |
| EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment | Oct 8, 2024 | cross-modal alignmentHallucination | —Unverified | 0 |
| Falcon Mamba: The First Competitive Attention-free 7B Language Model | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Deep Learning-Based Approach for Mangrove Monitoring | Oct 7, 2024 | Deep LearningMamba | CodeCode Available | 0 |
| IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification | Oct 7, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| Fundamental Limitations on Subquadratic Alternatives to Transformers | Oct 5, 2024 | MambaState Space Models | —Unverified | 0 |
| Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection | Oct 5, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| Crafting Narrative Closures: Zero-Shot Learning with SSM Mamba for Short Story Ending Generation | Oct 4, 2024 | MambaSentence | —Unverified | 0 |
| Oscillatory State-Space Models | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 |