| Selective State Space Model for Monaural Speech Enhancement | Nov 9, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation | Nov 6, 2024 | Image GenerationInductive Bias | CodeCode Available | 1 |
| 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 |
| MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba | Nov 6, 2024 | Mambaparameter-efficient fine-tuning | CodeCode Available | 1 |
| 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 |
| 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 |
| 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 |
| Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation | Nov 3, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs | Oct 31, 2024 | MambaState Space Models | —Unverified | 0 |
| MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation | Oct 31, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models | Oct 31, 2024 | Li-ion State of Health EstimationMamba | CodeCode Available | 1 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 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 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 |
| A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks | Oct 29, 2024 | MambaReinforcement Learning (RL) | CodeCode Available | 1 |
| 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 |
| ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction | Oct 28, 2024 | Exposure CorrectionMamba | CodeCode Available | 1 |
| SepMamba: State-space models for speaker separation using Mamba | Oct 28, 2024 | MambaSpeaker Separation | CodeCode Available | 1 |
| Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics? | Oct 28, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| Exploring contextual modeling with linear complexity for point cloud segmentation | Oct 28, 2024 | MambaPoint Cloud Segmentation | —Unverified | 0 |
| Wavelet-based Mamba with Fourier Adjustment for Low-light Image Enhancement | Oct 27, 2024 | DecoderImage Enhancement | CodeCode Available | 2 |
