| Deep Linear Hawkes Processes | Dec 27, 2024 | Point ProcessesState Space Models | —Unverified | 0 |
| Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection | Dec 27, 2024 | Human DetectionNeural Architecture Search | —Unverified | 0 |
| On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages | Dec 26, 2024 | State Space Models | CodeCode Available | 1 |
| VisionGRU: A Linear-Complexity RNN Model for Efficient Image Analysis | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning | Dec 24, 2024 | Graph EmbeddingGraph Learning | —Unverified | 0 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Non-asymptotic Error Analysis of Subspace Identification for Deterministic Systems | Dec 21, 2024 | State Space Models | —Unverified | 0 |
| V"Mean"ba: Visual State Space Models only need 1 hidden dimension | Dec 21, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks | Dec 20, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 |
| Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models | Dec 17, 2024 | RetrievalState Space Models | —Unverified | 0 |
| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation | Dec 16, 2024 | DecoderSemantic Segmentation | CodeCode Available | 3 |
| 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 |
| Deep Learning-based Approaches for State Space Models: A Selective Review | Dec 15, 2024 | State Space Models | —Unverified | 0 |
| Image Forgery Localization with State Space Models | Dec 15, 2024 | DecoderState Space Models | CodeCode Available | 0 |
| Forecasting realized covariances using HAR-type models | Dec 14, 2024 | State Space Models | —Unverified | 0 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Does Representation Matter? Exploring Intermediate Layers in Large Language Models | Dec 12, 2024 | State Space Models | —Unverified | 0 |
| Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction | Dec 12, 2024 | Image ReconstructionSensitivity | CodeCode Available | 1 |
| Selective Visual Prompting in Vision Mamba | Dec 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Numerical Analysis of HiPPO-LegS ODE for Deep State Space Models | Dec 11, 2024 | State Space Models | —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 |
| Noise Covariances Identification by MDM: Weighting, Recursion, and Implementation | Dec 9, 2024 | State Space Models | CodeCode Available | 0 |
| PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems | Dec 9, 2024 | BenchmarkingPrediction | 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 |
| NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers? | Dec 2, 2024 | State Space Models | CodeCode Available | 1 |
| TAS-TsC: A Data-Driven Framework for Estimating Time of Arrival Using Temporal-Attribute-Spatial Tri-space Coordination of Truck Trajectories | Dec 2, 2024 | AttributeAttribute Extraction | —Unverified | 0 |
| Learning Mamba as a Continual Learner | Dec 1, 2024 | Continual LearningMamba | —Unverified | 0 |
| DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis | Dec 1, 2024 | Computational EfficiencyPhysics-informed machine learning | CodeCode Available | 0 |
| Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models | Nov 29, 2024 | State Space Models | —Unverified | 0 |
| 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 |
| Marconi: Prefix Caching for the Era of Hybrid LLMs | Nov 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FTMoMamba: Motion Generation with Frequency and Text State Space Models | Nov 26, 2024 | Motion GenerationSentence | —Unverified | 0 |
| BadScan: An Architectural Backdoor Attack on Visual State Space Models | Nov 26, 2024 | Backdoor Attackimage-classification | —Unverified | 0 |
| Attamba: Attending To Multi-Token States | Nov 26, 2024 | ChunkingState Space Models | CodeCode Available | 1 |
| Abnormality-Driven Representation Learning for Radiology Imaging | Nov 25, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| MobileMamba: Lightweight Multi-Receptive Visual Mamba Network | Nov 24, 2024 | GPUMamba | CodeCode Available | 3 |
| State-Space Large Audio Language Models | Nov 24, 2024 | State Space Models | —Unverified | 0 |
| Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks | Nov 23, 2024 | State Space Models | —Unverified | 0 |
| Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning | Nov 23, 2024 | Continual LearningMamba | —Unverified | 0 |
| Fast convolution algorithm for state space models | Nov 22, 2024 | State Space Models | —Unverified | 0 |
| 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 |
| Recursive Gaussian Process State Space Model | Nov 22, 2024 | Computational EfficiencyHyperparameter Optimization | CodeCode Available | 1 |
| Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation | Nov 21, 2024 | Mambaparameter-efficient fine-tuning | —Unverified | 0 |
| Hymba: A Hybrid-head Architecture for Small Language Models | Nov 20, 2024 | State Space Models | —Unverified | 0 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 |
| Robust and Constrained Estimation of State-Space Models: A Majorization-Minimization Approach | Nov 18, 2024 | Computational EfficiencyState Estimation | —Unverified | 0 |