| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 | 5 |
| SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba | Sep 18, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning | Mar 3, 2025 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Sparsified State-Space Models are Efficient Highway Networks | May 27, 2025 | MambaState Space Models | CodeCode Available | 0 | 5 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 | 5 |
| Mamba-Based Ensemble learning for White Blood Cell Classification | Apr 15, 2025 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| SR-Mamba: Effective Surgical Phase Recognition with State Space Model | Jul 11, 2024 | DecoderMamba | CodeCode Available | 0 | 5 |
| Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling | Sep 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 | 5 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | CodeCode Available | 0 | 5 |
| Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO | Sep 24, 2024 | Lesion DetectionMamba | CodeCode Available | 0 | 5 |
| Sequential Order-Robust Mamba for Time Series Forecasting | Oct 30, 2024 | MambaTime Series | CodeCode Available | 0 | 5 |
| BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification | Mar 14, 2025 | Mamba | CodeCode Available | 0 | 5 |
| Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing | Mar 20, 2025 | Computational EfficiencyDemosaicking | CodeCode Available | 0 | 5 |
| S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation | Dec 19, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer | Feb 16, 2025 | Mamba | CodeCode Available | 0 | 5 |
| LMO: Linear Mamba Operator for MRI Reconstruction | Jan 1, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 | 5 |
| Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection | Oct 5, 2024 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics | Apr 30, 2024 | Mamba | CodeCode Available | 0 | 5 |
| R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation | Oct 21, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization | Feb 23, 2024 | Computational EfficiencyDisentanglement | CodeCode Available | 0 | 5 |
| BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection | Nov 21, 2024 | MambaSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation | May 12, 2025 | DiagnosticMamba | CodeCode Available | 0 | 5 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 | 5 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis | Feb 18, 2025 | BenchmarkingMamba | CodeCode Available | 0 | 5 |
| Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection | Apr 4, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 | 5 |
| QMamba: On First Exploration of Vision Mamba for Image Quality Assessment | Jun 13, 2024 | Image Quality AssessmentMamba | CodeCode Available | 0 | 5 |
| A Law of Next-Token Prediction in Large Language Models | Aug 24, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Pruning Foundation Models for High Accuracy without Retraining | Oct 21, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| ReMamba: Equip Mamba with Effective Long-Sequence Modeling | Aug 28, 2024 | Mamba | CodeCode Available | 0 | 5 |
| 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 | 5 |
| BarcodeMamba: State Space Models for Biodiversity Analysis | Dec 15, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter | Jan 1, 2025 | Mamba | CodeCode Available | 0 | 5 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 | 5 |
| DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Dec 11, 2024 | Graph structure learningInformativeness | CodeCode Available | 0 | 5 |
| PixelBytes: Catching Unified Embedding for Multimodal Generation | Sep 3, 2024 | Mambamultimodal generation | CodeCode Available | 0 | 5 |
| Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 | 5 |
| Jamba: A Hybrid Transformer-Mamba Language Model | Mar 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 | 5 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 | 5 |
| OTCE: Hybrid SSM and Attention with Cross Domain Mixture of Experts to construct Observer-Thinker-Conceiver-Expresser | Jun 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Investigating the Indirect Object Identification circuit in Mamba | Jul 19, 2024 | MambaObject | CodeCode Available | 0 | 5 |
| Novel Diffusion Models for Multimodal 3D Hand Trajectory Prediction | Apr 10, 2025 | DenoisingMamba | CodeCode Available | 0 | 5 |
| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 | 5 |