| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training | Dec 17, 2024 | MambaToken Reduction | CodeCode Available | 1 |
| A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers | Dec 15, 2024 | Computational EfficiencyDynamic graph embedding | —Unverified | 0 |
| BarcodeMamba: State Space Models for Biodiversity Analysis | Dec 15, 2024 | MambaState Space Models | CodeCode Available | 0 |
| OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation | Dec 15, 2024 | MambaScene Generation | —Unverified | 0 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 |
| MASV: Speaker Verification with Global and Local Context Mamba | Dec 14, 2024 | MambaSpeaker Verification | —Unverified | 0 |
| MambaPro: Multi-Modal Object Re-Identification with Mamba Aggregation and Synergistic Prompt | Dec 14, 2024 | MambaObject | CodeCode Available | 2 |
| SCBench: A KV Cache-Centric Analysis of Long-Context Methods | Dec 13, 2024 | MambaQuantization | CodeCode Available | 5 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Selective State Space Memory for Large Vision-Language Models | Dec 13, 2024 | MambaVisual Question Answering (VQA) | —Unverified | 0 |
| LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity | Dec 13, 2024 | GPUMamba | —Unverified | 0 |
| Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices | Dec 12, 2024 | Knowledge DistillationMamba | —Unverified | 0 |
| Selective Visual Prompting in Vision Mamba | Dec 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba | Dec 11, 2024 | 3D Semantic Occupancy PredictionMamba | —Unverified | 0 |
| DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Dec 11, 2024 | Graph structure learningInformativeness | CodeCode Available | 0 |
| SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation | Dec 11, 2024 | MambaSegmentation | CodeCode Available | 1 |
| Bidirectional Mamba state-space model for anomalous diffusion | Dec 10, 2024 | Mambamodel | —Unverified | 0 |
| MPSI: Mamba enhancement model for pixel-wise sequential interaction Image Super-Resolution | Dec 10, 2024 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence | Dec 10, 2024 | Action RecognitionContrastive Learning | —Unverified | 0 |
| Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs | Dec 9, 2024 | Mamba | CodeCode Available | 1 |
| The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity | Dec 9, 2024 | MambaState Space Models | —Unverified | 0 |
| MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery | Dec 9, 2024 | Image SegmentationMamba | —Unverified | 0 |
| MSECG: Incorporating Mamba for Robust and Efficient ECG Super-Resolution | Dec 6, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models | Dec 3, 2024 | DiagnosticMamba | —Unverified | 0 |
| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 |
| MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning | Dec 1, 2024 | Domain AdaptationImage Enhancement | CodeCode Available | 1 |
| Learning Mamba as a Continual Learner | Dec 1, 2024 | Continual LearningMamba | —Unverified | 0 |
| AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment | Dec 1, 2024 | cross-modal alignmentMamba | —Unverified | 0 |
| Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games | Dec 1, 2024 | Atari GamesDecision Making | CodeCode Available | 0 |
| 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification | Dec 1, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 2 |
| Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing | Nov 29, 2024 | AllForm | —Unverified | 0 |
| MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network | Nov 28, 2024 | DenoisingMamba | CodeCode Available | 0 |
| Vision Mamba Distillation for Low-resolution Fine-grained Image Classification | Nov 27, 2024 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| MTS-UNMixers: Multivariate Time Series Forecasting via Channel-Time Dual Unmixing | Nov 26, 2024 | MambaMultivariate Time Series Forecasting | CodeCode Available | 0 |
| TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba | Nov 26, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning | Nov 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 3 |
| An Ensemble Approach for Brain Tumor Segmentation and Synthesis | Nov 26, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Scheduling | Nov 25, 2024 | MambaReinforcement Learning (RL) | —Unverified | 0 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| MobileMamba: Lightweight Multi-Receptive Visual Mamba Network | Nov 24, 2024 | GPUMamba | CodeCode Available | 3 |
| 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 |
| Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning | Nov 23, 2024 | Continual LearningMamba | —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 |
| MambaIRv2: Attentive State Space Restoration | Nov 22, 2024 | Computational EfficiencyImage Restoration | CodeCode Available | 5 |
| OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction | Nov 22, 2024 | Exposure CorrectionMamba | —Unverified | 0 |
| EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality | Nov 22, 2024 | Efficient Neural NetworkImage Classification | CodeCode Available | 2 |