| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| 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 | 0 |
| A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark | Nov 15, 2019 | State Space Models | —Unverified | 0 | 0 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| Temporal Test-Time Adaptation with State-Space Models | Jul 17, 2024 | State Space ModelsTest-time Adaptation | —Unverified | 0 | 0 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Test-time regression: a unifying framework for designing sequence models with associative memory | Jan 21, 2025 | Memorizationregression | —Unverified | 0 | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| The Annotated S4 | Jan 17, 2022 | State Space Models | —Unverified | 0 | 0 |
| The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity | Dec 9, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| 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 | 0 |
| The Expressive Capacity of State Space Models: A Formal Language Perspective | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| The Gaussian Process Prior VAE for Interpretable Latent Dynamics from Pixels | Oct 16, 2019 | State Space Models | —Unverified | 0 | 0 |
| A Recursive Newton Method for Smoothing in Nonlinear State Space Models | Jun 15, 2023 | State Space Models | —Unverified | 0 | 0 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 | 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 | 0 |
| V"Mean"ba: Visual State Space Models only need 1 hidden dimension | Dec 21, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| A Quantitative Review on Language Model Efficiency Research | May 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Accelerating Model-Based Reinforcement Learning with State-Space World Models | Feb 27, 2025 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| The Surprising Soupability of Documents in State Space Models | May 29, 2025 | State Space Models | —Unverified | 0 | 0 |
| Gaussian variational approximation for high-dimensional state space models | Jan 24, 2018 | State Space ModelsVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Gaussian variational approximation with sparse precision matrices | May 18, 2016 | State Space ModelsTime Series | —Unverified | 0 | 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 | 0 |
| Gaussian Process Kernels for Popular State-Space Time Series Models | Oct 25, 2016 | Gaussian Processesregression | —Unverified | 0 | 0 |
| Gene42: Long-Range Genomic Foundation Model With Dense Attention | Mar 20, 2025 | DecoderState Space Models | —Unverified | 0 | 0 |
| Generalizable, real-time neural decoding with hybrid state-space models | Jun 5, 2025 | GPUState Space Models | —Unverified | 0 | 0 |
| Generalized AdaGrad (G-AdaGrad) and Adam: A State-Space Perspective | May 31, 2021 | BIG-bench Machine LearningState Space Models | —Unverified | 0 | 0 |
| Linear-time inference for Gaussian Processes on one dimension | Mar 11, 2020 | Gaussian ProcessesState Space Models | —Unverified | 0 | 0 |
| Generating Series for Networks of Chen-Fliess Series | Oct 31, 2020 | State Space Models | —Unverified | 0 | 0 |
| Generative learning for nonlinear dynamics | Nov 7, 2023 | Learning TheoryState Space Models | —Unverified | 0 | 0 |
| Gaussian Integral based Bayesian Smoother | Jan 12, 2025 | State Space Models | —Unverified | 0 | 0 |
| The Use of Gaussian Processes in System Identification | Jul 13, 2019 | FormGaussian Processes | —Unverified | 0 | 0 |
| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 | 0 |
| The Past Does Matter: Correlation of Subsequent States in Trajectory Predictions of Gaussian Process Models | Nov 20, 2022 | Gaussian ProcessesState Space Models | —Unverified | 0 | 0 |
| Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution | Apr 14, 2025 | Image Super-ResolutionMamba | —Unverified | 0 | 0 |
| Global-Aware Monocular Semantic Scene Completion with State Space Models | Mar 9, 2025 | DecoderMamba | —Unverified | 0 | 0 |
| GRAMA: Adaptive Graph Autoregressive Moving Average Models | Jan 22, 2025 | State Space Models | —Unverified | 0 | 0 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 | 0 |
| Gaussian behaviors: representations and data-driven control | Apr 22, 2025 | Gaussian ProcessesState Space Models | —Unverified | 0 | 0 |
| Graphs in State-Space Models for Granger Causality in Climate Science | Jul 20, 2023 | EconometricsState Space Models | —Unverified | 0 | 0 |
| Graph state-space models | Jan 4, 2023 | DecoderState Space Models | —Unverified | 0 | 0 |
| GrassNet: State Space Model Meets Graph Neural Network | Aug 16, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters | Oct 31, 2024 | State Space Models | —Unverified | 0 | 0 |
| Fundamental Limitations on Subquadratic Alternatives to Transformers | Oct 5, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Time Series Analysis by State Space Learning | Aug 17, 2024 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model | May 22, 2024 | Graph LearningMamba | —Unverified | 0 | 0 |
| Hida-Matérn Kernel | Jul 15, 2021 | State Space Models | —Unverified | 0 | 0 |
| Abnormality-Driven Representation Learning for Radiology Imaging | Nov 25, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 | 0 |
| Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning | Jul 28, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |