| Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation? | Feb 10, 2025 | Image SegmentationLong-range modeling | —Unverified | 0 |
| MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition | Feb 9, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| CacheMamba: Popularity Prediction for Mobile Edge Caching Networks via Selective State Spaces | Feb 9, 2025 | Autonomous VehiclesMamba | —Unverified | 0 |
| The α-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance | Feb 7, 2025 | ImputationMamba | CodeCode Available | 0 |
| Before It's Too Late: A State Space Model for the Early Prediction of Misinformation and Disinformation Engagement | Feb 7, 2025 | MambaMisinformation | CodeCode Available | 0 |
| Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation | Feb 5, 2025 | ColorizationMamba | —Unverified | 0 |
| DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification | Feb 4, 2025 | Hyperspectral Image Classificationimage-classification | —Unverified | 0 |
| On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach | Feb 4, 2025 | Mamba | —Unverified | 0 |
| Deep Active Speech Cancellation with Mamba-Masking Network | Feb 3, 2025 | Mamba | —Unverified | 0 |
| A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation | Feb 1, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models | Jan 28, 2025 | MambaState Space Models | —Unverified | 0 |
| Post-Training Quantization for Vision Mamba with k-Scaled Quantization and Reparameterization | Jan 28, 2025 | MambaQuantization | —Unverified | 0 |
| Application of Structured State Space Models to High energy physics with locality-sensitive hashing | Jan 27, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration | Jan 27, 2025 | 4k8k | —Unverified | 0 |
| Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space | Jan 26, 2025 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| CD-Lamba: Boosting Remote Sensing Change Detection via a Cross-Temporal Locally Adaptive State Space Model | Jan 26, 2025 | Change DetectionMamba | —Unverified | 0 |
| MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling | Jan 25, 2025 | MambaPoint Cloud Completion | —Unverified | 0 |
| State Space Models for Extractive Summarization in Low Resource Scenarios | Jan 24, 2025 | Extractive SummarizationMamba | —Unverified | 0 |
| Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation | Jan 24, 2025 | Mamba | CodeCode Available | 0 |
| A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques | Jan 24, 2025 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods | Jan 23, 2025 | MambaQuantization | —Unverified | 0 |
| Contrast: A Hybrid Architecture of Transformers and State Space Models for Low-Level Vision | Jan 23, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| MV-GMN: State Space Model for Multi-View Action Recognition | Jan 23, 2025 | Action RecognitionMamba | —Unverified | 0 |
| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 |
| LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation | Jan 22, 2025 | Image GenerationKnowledge Distillation | —Unverified | 0 |
| GLAM: Global-Local Variation Awareness in Mamba-based World Model | Jan 21, 2025 | MambaModel-based Reinforcement Learning | —Unverified | 0 |
| Parallel Sequence Modeling via Generalized Spatial Propagation Network | Jan 21, 2025 | 16kComputational Efficiency | —Unverified | 0 |
| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —Unverified | 0 |
| SeRpEnt: Selective Resampling for Expressive State Space Models | Jan 20, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EMK-KEN: A High-Performance Approach for Assessing Knowledge Value in Citation Network | Jan 19, 2025 | Mamba | —Unverified | 0 |
| WMamba: Wavelet-based Mamba for Face Forgery Detection | Jan 16, 2025 | Face SwappingMamba | —Unverified | 0 |
| MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation | Jan 13, 2025 | DecoderMamba | —Unverified | 0 |
| Mamba-MOC: A Multicategory Remote Object Counting via State Space Model | Jan 12, 2025 | MambaObject | —Unverified | 0 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Diffusion Model and Knowledge Distillation Framework for Robust Coral Detection in Complex Underwater Environments | Jan 6, 2025 | 2D Object DetectionKnowledge Distillation | CodeCode Available | 0 |
| GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT | Jan 6, 2025 | Computed Tomography (CT)Mamba | CodeCode Available | 0 |
| SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG | Jan 3, 2025 | EEGMamba | —Unverified | 0 |
| A Separable Self-attention Inspired by the State Space Model for Computer Vision | Jan 3, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 |
| Mamba-Reg: Vision Mamba Also Needs Registers | Jan 1, 2025 | MambaSemantic Segmentation | —Unverified | 0 |
| Event-based Video Super-Resolution via State Space Models | Jan 1, 2025 | MambaState Space Models | —Unverified | 0 |
| Parameterized Blur Kernel Prior Learning for Local Motion Deblurring | Jan 1, 2025 | DeblurringMamba | —Unverified | 0 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 0 |
| Exploring Historical Information for RGBE Visual Tracking with Mamba | Jan 1, 2025 | DecoderLong-range modeling | —Unverified | 0 |
| PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter | Jan 1, 2025 | Mamba | CodeCode Available | 0 |
| ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency | Jan 1, 2025 | Human motion predictionMamba | —Unverified | 0 |
| LMO: Linear Mamba Operator for MRI Reconstruction | Jan 1, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 |
| Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency | Jan 1, 2025 | Causal InferenceMamba | —Unverified | 0 |