| Generalizable, real-time neural decoding with hybrid state-space models | Jun 5, 2025 | GPUState Space Models | —Unverified | 0 |
| UnHiPPO: Uncertainty-aware Initialization for State Space Models | Jun 5, 2025 | State Space Models | —Unverified | 0 |
| Structured State Space Model Dynamics and Parametrization for Spiking Neural Networks | Jun 4, 2025 | speech-recognitionSpeech Recognition | CodeCode Available | 0 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 0 |
| Comba: Improving Bilinear RNNs with Closed-loop Control | Jun 3, 2025 | MambaManagement | —Unverified | 0 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| The Surprising Soupability of Documents in State Space Models | May 29, 2025 | State Space Models | —Unverified | 0 |
| TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning | May 29, 2025 | In-Context LearningState Space Models | CodeCode Available | 3 |
| ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding | May 27, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Sparsified State-Space Models are Efficient Highway Networks | May 27, 2025 | MambaState Space Models | CodeCode Available | 0 |
| Do Betting Markets Sense a Goal Coming? Evidence from the German Bundesliga | May 27, 2025 | State Space Models | —Unverified | 0 |
| HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion | May 27, 2025 | DecoderDepth Completion | —Unverified | 0 |
| Long-Context State-Space Video World Models | May 26, 2025 | Computational EfficiencyMinecraft | —Unverified | 0 |
| Balancing Computation Load and Representation Expressivity in Parallel Hybrid Neural Networks | May 26, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Latent Mamba Operator for Partial Differential Equations | May 25, 2025 | MambaState Space Models | —Unverified | 0 |
| Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings | May 25, 2025 | MambaState Space Models | CodeCode Available | 0 |
| FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization | May 25, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling | May 24, 2025 | Computational EfficiencyGraph Learning | —Unverified | 0 |
| Exemplar-Free Continual Learning for State Space Models | May 24, 2025 | Continual LearningExemplar-Free | —Unverified | 0 |
| MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery | May 23, 2025 | Image RestorationState Space Models | CodeCode Available | 1 |
| Selection Mechanisms for Sequence Modeling using Linear State Space Models | May 23, 2025 | Fault DetectionLanguage Modeling | —Unverified | 0 |
| Zebra-Llama: Towards Extremely Efficient Hybrid Models | May 22, 2025 | State Space Models | —Unverified | 0 |
| Directional Non-Commutative Monoidal Structures for Compositional Embeddings in Machine Learning | May 21, 2025 | State Space Models | —Unverified | 0 |
| Mechanistic evaluation of Transformers and state space models | May 21, 2025 | Language ModellingMamba | —Unverified | 0 |
| STree: Speculative Tree Decoding for Hybrid State-Space Models | May 20, 2025 | State Space Models | —Unverified | 0 |
