| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 |
| Alternators With Noise Models | May 18, 2025 | Density EstimationImputation | —Unverified | 0 |
| Learning to Dissipate Energy in Oscillatory State-Space Models | May 17, 2025 | State Space Models | CodeCode Available | 0 |
| WaLRUS: Wavelets for Long-range Representation Using SSMs | May 17, 2025 | DiversityMamba | —Unverified | 0 |
| Regularity and Stability Properties of Selective SSMs with Discontinuous Gating | May 16, 2025 | State Space Models | —Unverified | 0 |
| Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud Classification | May 16, 2025 | Long-range modelingMamba | CodeCode Available | 0 |
| Dyadic Mamba: Long-term Dyadic Human Motion Synthesis | May 14, 2025 | MambaMotion Synthesis | —Unverified | 0 |
| SaFARi: State-Space Models for Frame-Agnostic Representation | May 13, 2025 | DiversityState Space Models | —Unverified | 0 |
| Block-Biased Mamba for Long-Range Sequence Processing | May 13, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments | May 13, 2025 | MambaState Space Models | —Unverified | 0 |
| Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free | May 10, 2025 | AttributeMixture-of-Experts | CodeCode Available | 4 |
| Learning Sequential Kinematic Models from Demonstrations for Multi-Jointed Articulated Objects | May 9, 2025 | State EstimationState Space Models | —Unverified | 0 |
| Turbo-ICL: In-Context Learning-Based Turbo Equalization | May 9, 2025 | DecoderDiversity | —Unverified | 0 |
| IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction | May 9, 2025 | PredictionState Space Models | —Unverified | 0 |
| Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation | May 9, 2025 | MambaSegmentation | —Unverified | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 |
| MambaStyle: Efficient StyleGAN Inversion for Real Image Editing with State-Space Models | May 6, 2025 | Computational EfficiencyState Space Models | —Unverified | 0 |
| Learning Local Causal World Models with State Space Models and Attention | May 4, 2025 | Causal DiscoveryState Space Models | —Unverified | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| CodeSSM: Towards State Space Models for Code Understanding | May 2, 2025 | Clone DetectionLanguage Modeling | —Unverified | 0 |
| Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook | May 1, 2025 | BenchmarkingChange Detection | CodeCode Available | 2 |
| Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions | Apr 29, 2025 | Causal InferenceFederated Learning | —Unverified | 0 |
| Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation | Apr 24, 2025 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement | Apr 22, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Observability conditions for neural state-space models with eigenvalues and their roots of unity | Apr 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Gaussian behaviors: representations and data-driven control | Apr 22, 2025 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image | Apr 20, 2025 | 3D Interacting Hand Pose EstimationComputational Efficiency | —Unverified | 0 |
| Empirical Evaluation of Knowledge Distillation from Transformers to Subquadratic Language Models | Apr 19, 2025 | Knowledge DistillationState Space Models | —Unverified | 0 |
| CacheFormer: High Attention-Based Segment Caching | Apr 18, 2025 | State Space Models | —Unverified | 0 |
| Dynamics and Computational Principles of Echo State Networks: A Mathematical Perspective | Apr 16, 2025 | State Space ModelsTime Series Prediction | —Unverified | 0 |
| Change State Space Models for Remote Sensing Change Detection | Apr 15, 2025 | Change DetectionComputational Efficiency | CodeCode Available | 1 |
| Sensitivity Analysis of State Space Models for Scrap Composition Estimation in EAF and BOF | Apr 15, 2025 | ARCSensitivity | —Unverified | 0 |
| Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning | Apr 15, 2025 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution | Apr 14, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| Statistical Linear Regression Approach to Kalman Filtering and Smoothing under Cyber-Attacks | Apr 11, 2025 | BlockingState Estimation | —Unverified | 0 |
| Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination | Apr 10, 2025 | Domain GeneralizationHallucination | CodeCode Available | 0 |
| Event Signal Filtering via Probability Flux Estimation | Apr 10, 2025 | State Space ModelsSuper-Resolution | —Unverified | 0 |
| Leveraging State Space Models in Long Range Genomics | Apr 7, 2025 | BenchmarkingGPU | —Unverified | 0 |
| Quantifying Robustness: A Benchmarking Framework for Deep Learning Forecasting in Cyber-Physical Systems | Apr 4, 2025 | BenchmarkingModel Selection | CodeCode Available | 0 |
| State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons | Apr 3, 2025 | State Space Models | —Unverified | 0 |
| Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation | Apr 3, 2025 | State Space Models | CodeCode Available | 1 |
| ParallelFlow: Parallelizing Linear Transformers via Flow Discretization | Apr 1, 2025 | ChunkingState Space Models | —Unverified | 0 |
| Free Parametrization of L2-bounded State Space Models | Mar 31, 2025 | Computational EfficiencyState Space Models | CodeCode Available | 0 |
| Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models | Mar 28, 2025 | MMLUQuantization | CodeCode Available | 2 |
| Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration | Mar 27, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition | Mar 27, 2025 | Computational EfficiencyLong-range modeling | CodeCode Available | 0 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Mar 27, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection | Mar 26, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 |