| Deform-Mamba Network for MRI Super-Resolution | Jul 8, 2024 | DecoderImage Super-Resolution | —Unverified | 0 | 0 |
| DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification | Sep 19, 2024 | Audio ClassificationClassification | —Unverified | 0 | 0 |
| DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products | Feb 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| DemMamba: Alignment-free Raw Video Demoireing with Frequency-assisted Spatio-Temporal Mamba | Aug 20, 2024 | MambaOptical Flow Estimation | —Unverified | 0 | 0 |
| Demystifying the Token Dynamics of Deep Selective State Space Models | Oct 4, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight Speech Enhancement | Sep 18, 2024 | MambaSpeech Enhancement | —Unverified | 0 | 0 |
| DepthMamba with Adaptive Fusion | Dec 28, 2024 | Autonomous DrivingDepth Estimation | —Unverified | 0 | 0 |
| Design description of Wisdom Computing Persperctive | May 2, 2025 | Mamba | —Unverified | 0 | 0 |
| Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 | 0 |
| DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone | Oct 17, 2024 | DenoisingImputation | —Unverified | 0 | 0 |
| DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor | May 6, 2025 | MambaVideo Quality Assessment | —Unverified | 0 | 0 |
| Dimba: Transformer-Mamba Diffusion Models | Jun 3, 2024 | Image GenerationMamba | —Unverified | 0 | 0 |
| DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 | Nov 23, 2024 | Gesture GenerationMamba | —Unverified | 0 | 0 |
| Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration | Jan 27, 2025 | 4k8k | —Unverified | 0 | 0 |
| Discrete Diffusion Language Model for Long Text Summarization | Jun 25, 2024 | Abstractive Text SummarizationDecoder | —Unverified | 0 | 0 |
| StableMamba: Distillation-free Scaling of Large SSMs for Images and Videos | Sep 18, 2024 | Action Recognitionimage-classification | —Unverified | 0 | 0 |
| Distil-xLSTM: Learning Attention Mechanisms through Recurrent Structures | Mar 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules | Nov 12, 2024 | Mamba | —Unverified | 0 | 0 |
| DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification | Sep 9, 2024 | Mamba | —Unverified | 0 | 0 |
| DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios | Sep 2, 2024 | MambaObject | —Unverified | 0 | 0 |
| DTMamba : Dual Twin Mamba for Time Series Forecasting | May 11, 2024 | MambaPrediction | —Unverified | 0 | 0 |
| Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection | Mar 12, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis | Aug 27, 2024 | Aspect-Based Sentiment AnalysisKolmogorov-Arnold Networks | —Unverified | 0 | 0 |
| DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification | Jun 11, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 | 0 |
| Dyadic Mamba: Long-term Dyadic Human Motion Synthesis | May 14, 2025 | MambaMotion Synthesis | —Unverified | 0 | 0 |
| DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs | Aug 13, 2024 | Dynamic Link PredictionDynamic Node Classification | —Unverified | 0 | 0 |
| DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models | Aug 8, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 | 0 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 | 0 |
| ECGMamba: Towards Efficient ECG Classification with BiSSM | Jun 14, 2024 | ClassificationDiagnostic | —Unverified | 0 | 0 |
| ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network | Jun 10, 2025 | GPUMamba | —Unverified | 0 | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 | 0 |
| EDNet: A Distortion-Agnostic Speech Enhancement Framework with Gating Mamba Mechanism and Phase Shift-Invariant Training | Jun 19, 2025 | Bandwidth ExtensionDenoising | —Unverified | 0 | 0 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification | Jul 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs | Jun 7, 2024 | 3D Shape Generation3D Shape Modeling | —Unverified | 0 | 0 |
| Efficient LiDAR Reflectance Compression via Scanning Serialization | May 14, 2025 | Mamba | —Unverified | 0 | 0 |
| Efficient Spiking Point Mamba for Point Cloud Analysis | Apr 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments | May 13, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| EMK-KEN: A High-Performance Approach for Assessing Knowledge Value in Citation Network | Jan 19, 2025 | Mamba | —Unverified | 0 | 0 |
| EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment | Oct 8, 2024 | cross-modal alignmentHallucination | —Unverified | 0 | 0 |
| EMO-X: Efficient Multi-Person Pose and Shape Estimation in One-Stage | Apr 11, 2025 | DecoderMamba | —Unverified | 0 | 0 |
| Cross-Scan Mamba with Masked Training for Robust Spectral Imaging | Aug 1, 2024 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics | Aug 8, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba | May 27, 2024 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 | 0 |
| Event-based Video Super-Resolution via State Space Models | Jan 1, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction | Mar 25, 2025 | Event-Based Video ReconstructionMamba | —Unverified | 0 | 0 |
| EVM-Fusion: An Explainable Vision Mamba Architecture with Neural Algorithmic Fusion | May 23, 2025 | Decision Makingimage-classification | —Unverified | 0 | 0 |
| EvMic: Event-based Non-contact sound recovery from effective spatial-temporal modeling | Apr 3, 2025 | Mamba | —Unverified | 0 | 0 |
| ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases | Feb 25, 2025 | Graph LearningMamba | —Unverified | 0 | 0 |