| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| On Symmetries in Analytic Input-Output Systems | Jan 4, 2025 | State Space Models | —Unverified | 0 |
| A Separable Self-attention Inspired by the State Space Model for Computer Vision | Jan 3, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Event-based Video Super-Resolution via State Space Models | Jan 1, 2025 | MambaState Space Models | —Unverified | 0 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| Spectral State Space Model for Rotation-Invariant Visual Representation Learning | Jan 1, 2025 | Representation LearningState Space Models | —Unverified | 0 |
| Adjoint sharding for very long context training of state space models | Jan 1, 2025 | GPULarge Language Model | —Unverified | 0 |
| DefMamba: Deformable Visual State Space Model | Jan 1, 2025 | Computational Efficiencyimage-classification | —Unverified | 0 |
| GDSR: Global-Detail Integration through Dual-Branch Network with Wavelet Losses for Remote Sensing Image Super-Resolution | Dec 31, 2024 | Image Super-ResolutionState Space Models | —Unverified | 0 |
| IMSSA: Deploying modern state-space models on memristive in-memory compute hardware | Dec 28, 2024 | GPUQuantization | —Unverified | 0 |
| Fitting Dynamically Misspecified Models: An Optimal Transportation Approach | Dec 28, 2024 | parameter estimationState 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 |
| Deep Linear Hawkes Processes | Dec 27, 2024 | Point ProcessesState Space Models | —Unverified | 0 |
| Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning | Dec 24, 2024 | Graph EmbeddingGraph Learning | —Unverified | 0 |
| 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 |
| 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 |
| A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers | Dec 15, 2024 | Computational EfficiencyDynamic graph embedding | —Unverified | 0 |
| Image Forgery Localization with State Space Models | Dec 15, 2024 | DecoderState Space Models | CodeCode Available | 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 |
| Forecasting realized covariances using HAR-type models | Dec 14, 2024 | State Space Models | —Unverified | 0 |