| 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 |
| Selective Visual Prompting in Vision Mamba | Dec 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction | Dec 12, 2024 | Image ReconstructionSensitivity | 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 |
