| HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution | Jan 30, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Post-Training Quantization for Vision Mamba with k-Scaled Quantization and Reparameterization | Jan 28, 2025 | MambaQuantization | —Unverified | 0 |
| Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models | Jan 28, 2025 | MambaState Space Models | CodeCode Available | 0 |
| Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration | Jan 27, 2025 | 4k8k | —Unverified | 0 |
| Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity | Jan 27, 2025 | Computational EfficiencyMamba | CodeCode Available | 2 |
| Application of Structured State Space Models to High energy physics with locality-sensitive hashing | Jan 27, 2025 | Inductive BiasMamba | —Unverified | 0 |
| CD-Lamba: Boosting Remote Sensing Change Detection via a Cross-Temporal Locally Adaptive State Space Model | Jan 26, 2025 | Change DetectionMamba | CodeCode Available | 0 |
| Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space | Jan 26, 2025 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling | Jan 25, 2025 | MambaPoint Cloud Completion | —Unverified | 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 |
| 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 |
| MV-GMN: State Space Model for Multi-View Action Recognition | Jan 23, 2025 | Action RecognitionMamba | —Unverified | 0 |
| Contrast: A Hybrid Architecture of Transformers and State Space Models for Low-Level Vision | Jan 23, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods | Jan 23, 2025 | MambaQuantization | —Unverified | 0 |
| LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation | Jan 22, 2025 | Image GenerationKnowledge Distillation | —Unverified | 0 |
| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 |
| SMamba: Sparse Mamba for Event-based Object Detection | Jan 21, 2025 | MambaObject | CodeCode Available | 1 |
| Parallel Sequence Modeling via Generalized Spatial Propagation Network | Jan 21, 2025 | 16kComputational Efficiency | —Unverified | 0 |
| GLAM: Global-Local Variation Awareness in Mamba-based World Model | Jan 21, 2025 | MambaModel-based Reinforcement Learning | —Unverified | 0 |
| SeRpEnt: Selective Resampling for Expressive State Space Models | Jan 20, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —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 |
| MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation | Jan 15, 2025 | Mamba | CodeCode Available | 1 |
| DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction | Jan 14, 2025 | DiversityMamba | CodeCode Available | 1 |
| AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation | Jan 14, 2025 | MambaVideo Understanding | CodeCode Available | 1 |
| MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation | Jan 13, 2025 | DecoderMamba | —Unverified | 0 |
| Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion | Jan 13, 2025 | 3D Semantic Scene CompletionMamba | CodeCode Available | 1 |
| Mamba-MOC: A Multicategory Remote Object Counting via State Space Model | Jan 12, 2025 | MambaObject | —Unverified | 0 |
| xLSTM-SENet: xLSTM for Single-Channel Speech Enhancement | Jan 10, 2025 | MambaSpeech Enhancement | CodeCode Available | 2 |
| MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection | Jan 10, 2025 | Action DetectionGPU | CodeCode Available | 1 |
| MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification | Jan 9, 2025 | ClassificationHyperspectral Image Classification | CodeCode Available | 2 |
| EDMB: Edge Detector with Mamba | Jan 8, 2025 | Edge DetectionMamba | CodeCode Available | 1 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —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 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| 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 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging | Jan 2, 2025 | Mamba | CodeCode Available | 1 |
| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 |
| CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction | Jan 2, 2025 | MambaState Space Models | CodeCode Available | 3 |
| Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection | Jan 1, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 |
| M3amba: Memory Mamba is All You Need for Whole Slide Image Classification | Jan 1, 2025 | Allimage-classification | —Unverified | 0 |
| Samba: A Unified Mamba-based Framework for General Salient Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 2 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency | Jan 1, 2025 | Human motion predictionMamba | —Unverified | 0 |