| MTS-UNMixers: Multivariate Time Series Forecasting via Channel-Time Dual Unmixing | Nov 26, 2024 | MambaMultivariate Time Series Forecasting | CodeCode Available | 0 |
| M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Scheduling | Nov 25, 2024 | MambaReinforcement Learning (RL) | —Unverified | 0 |
| MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking | Nov 24, 2024 | GPUImage Enhancement | —Unverified | 0 |
| DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 | Nov 23, 2024 | Gesture GenerationMamba | —Unverified | 0 |
| MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking | Nov 23, 2024 | MambaObject Tracking | —Unverified | 0 |
| MUFM: A Mamba-Enhanced Feedback Model for Micro Video Popularity Prediction | Nov 23, 2024 | Mamba | —Unverified | 0 |
| Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning | Nov 23, 2024 | Continual LearningMamba | —Unverified | 0 |
| OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction | Nov 22, 2024 | Exposure CorrectionMamba | —Unverified | 0 |
| Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation | Nov 21, 2024 | Mambaparameter-efficient fine-tuning | —Unverified | 0 |
| BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection | Nov 21, 2024 | MambaSelf-Supervised Learning | CodeCode Available | 0 |
| Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node Classification | Nov 19, 2024 | Dynamic Time WarpingMamba | CodeCode Available | 0 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 |
| KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling | Nov 18, 2024 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| Bi-Mamba: Towards Accurate 1-Bit State Space Models | Nov 18, 2024 | BinarizationLanguage Modeling | —Unverified | 0 |
| RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model | Nov 18, 2024 | Mamba | —Unverified | 0 |
| S^3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model | Nov 16, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| SoftLMs: Efficient Adaptive Low-Rank Approximation of Language Models using Soft-Thresholding Mechanism | Nov 15, 2024 | Decision MakingDecoder | —Unverified | 0 |
| When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation | Nov 14, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 |
| Multimodal Instruction Tuning with Hybrid State Space Models | Nov 13, 2024 | MambaState Space Models | —Unverified | 0 |
| Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules | Nov 12, 2024 | Mamba | —Unverified | 0 |
| SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model | Nov 12, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| LA4SR: illuminating the dark proteome with generative AI | Nov 11, 2024 | Mamba | —Unverified | 0 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| Selective State Space Model for Monaural Speech Enhancement | Nov 9, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model | Nov 6, 2024 | 3D Semantic Scene CompletionAutonomous Driving | —Unverified | 0 |
| Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks | Nov 6, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
| A Mamba Foundation Model for Time Series Forecasting | Nov 5, 2024 | Mambamodel | —Unverified | 0 |
| ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal | Nov 5, 2024 | Image Shadow RemovalMamba | —Unverified | 0 |
| LE-PDE++: Mamba for accelerating PDEs Simulations | Nov 4, 2024 | Deep LearningMamba | —Unverified | 0 |
| Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation | Nov 3, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging | Nov 3, 2024 | Automatic Sleep Stage ClassificationClassification | —Unverified | 0 |
| MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration | Nov 3, 2024 | Image RegistrationMamba | —Unverified | 0 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 |
| NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs | Oct 31, 2024 | MambaState Space Models | —Unverified | 0 |
| Sequential Order-Robust Mamba for Time Series Forecasting | Oct 30, 2024 | MambaTime Series | CodeCode Available | 0 |
| Adaptive Multi Scale Document Binarisation Using Vision Mamba | Oct 30, 2024 | Mamba | —Unverified | 0 |
| Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning | Oct 29, 2024 | Brain Tumor ClassificationClassification | —Unverified | 0 |
| Exploring contextual modeling with linear complexity for point cloud segmentation | Oct 28, 2024 | MambaPoint Cloud Segmentation | —Unverified | 0 |
| Multi-Agent Reinforcement Learning with Selective State-Space Models | Oct 25, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Bio2Token: All-atom tokenization of any biomolecular structure with Mamba | Oct 24, 2024 | AllMamba | —Unverified | 0 |
| A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges | Oct 24, 2024 | DiversityMamba | —Unverified | 0 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 |
| Pruning Foundation Models for High Accuracy without Retraining | Oct 21, 2024 | Mamba | CodeCode Available | 0 |
| R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation | Oct 21, 2024 | Mamba | CodeCode Available | 0 |
| MBPU: A Plug-and-Play State Space Model for Point Cloud Upsamping with Fast Point Rendering | Oct 21, 2024 | Mambapoint cloud upsampling | —Unverified | 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 |
| MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging | Oct 18, 2024 | DemosaickingMamba | —Unverified | 0 |