| On Provable Length and Compositional Generalization | Feb 7, 2024 | DiversityOut-of-Distribution Generalization | CodeCode Available | 0 |
| Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks | Feb 6, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 3 |
| Importance sampling for online variational learning | Feb 5, 2024 | State Space Models | —Unverified | 0 |
| Contingency Detection in Modern Power Systems: A Stochastic Hybrid System Method | Feb 2, 2024 | State Space Models | —Unverified | 0 |
| BlackMamba: Mixture of Experts for State-Space Models | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Repeat After Me: Transformers are Better than State Space Models at Copying | Feb 1, 2024 | State Space Models | CodeCode Available | 3 |
| Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters | Feb 1, 2024 | Mixture-of-Expertsparameter-efficient fine-tuning | CodeCode Available | 1 |
| Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces | Feb 1, 2024 | Computational EfficiencyGPU | CodeCode Available | 3 |
| LOCOST: State-Space Models for Long Document Abstractive Summarization | Jan 31, 2024 | Abstractive Text SummarizationBook summarization | CodeCode Available | 1 |
| Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space models | Jan 26, 2024 | Bayesian InferenceState Space Models | CodeCode Available | 1 |
| Vivim: a Video Vision Mamba for Medical Video Segmentation | Jan 25, 2024 | Lesion SegmentationMamba | CodeCode Available | 2 |
| Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model | Jan 17, 2024 | GPUImage Classification | CodeCode Available | 2 |
| MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts | Jan 8, 2024 | MambaMixture-of-Experts | CodeCode Available | 3 |
| Online Variational Sequential Monte Carlo | Dec 19, 2023 | parameter estimationState Space Models | CodeCode Available | 0 |
| Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief Propagation | Dec 15, 2023 | Bayesian InferenceState Space Models | CodeCode Available | 1 |
| Variational excess risk bound for general state space models | Dec 15, 2023 | State Space Models | —Unverified | 0 |
| Learning Long Sequences in Spiking Neural Networks | Dec 14, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Spectral State Space Models | Dec 11, 2023 | PredictionState Space Models | CodeCode Available | 1 |
| Structured state-space models are deep Wiener models | Dec 11, 2023 | State Space Models | CodeCode Available | 0 |
| Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference | Dec 10, 2023 | State Space ModelsVariational Inference | CodeCode Available | 1 |
| Learning Differentiable Particle Filter on the Fly | Dec 10, 2023 | Bayesian InferenceObject Tracking | CodeCode Available | 0 |
| Enhancing data-limited assessments with random effects: A case study on Korea chub mackerel (Scomber japonicus) | Dec 4, 2023 | State Space Models | CodeCode Available | 0 |
| Recurrent Distance Filtering for Graph Representation Learning | Dec 3, 2023 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Mamba: Linear-Time Sequence Modeling with Selective State Spaces | Dec 1, 2023 | 2D Pose EstimationCommon Sense Reasoning | CodeCode Available | 6 |
| StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization | Nov 24, 2023 | State Space Models | CodeCode Available | 1 |
