| Bi-Mamba: Towards Accurate 1-Bit State Space Models | Nov 18, 2024 | BinarizationLanguage Modeling | —Unverified | 0 |
| FlowScope: Enhancing Decision Making by Time Series Forecasting based on Prediction Optimization using HybridFlow Forecast Framework | Nov 16, 2024 | Decision MakingState Space Models | —Unverified | 0 |
| Multimodal Instruction Tuning with Hybrid State Space Models | Nov 13, 2024 | MambaState Space Models | —Unverified | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 |
| AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models | Nov 11, 2024 | Audio Super-ResolutionGPU | CodeCode Available | 2 |
| Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks | Nov 7, 2024 | Domain Adaptationimage-classification | —Unverified | 0 |
| DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation | Nov 6, 2024 | Image GenerationInductive Bias | CodeCode Available | 1 |
| A scalable generative model for dynamical system reconstruction from neuroimaging data | Nov 5, 2024 | State Space ModelsTime Series | CodeCode Available | 0 |
| Layer-Adaptive State Pruning for Deep State Space Models | Nov 5, 2024 | State Space Models | CodeCode Available | 0 |
| Recursive Learning of Asymptotic Variational Objectives | Nov 4, 2024 | State Space ModelsVariational Inference | —Unverified | 0 |
| Weighted Null Space Fitting (WNSF): A Link between The Prediction Error Method and Subspace Identification | Nov 1, 2024 | State Space Models | —Unverified | 0 |
| Birdie: Advancing State Space Models with Reward-Driven Objectives and Curricula | Nov 1, 2024 | Computational EfficiencyQuestion Answering | CodeCode Available | 1 |
| NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs | Oct 31, 2024 | MambaState Space Models | —Unverified | 0 |
| In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models | Oct 31, 2024 | In-Context LearningState Space Models | —Unverified | 0 |
| SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models | Oct 31, 2024 | Li-ion State of Health EstimationMamba | CodeCode Available | 1 |
| Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters | Oct 31, 2024 | State Space Models | —Unverified | 0 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 |
| SepMamba: State-space models for speaker separation using Mamba | Oct 28, 2024 | MambaSpeaker Separation | CodeCode Available | 1 |
| FACTS: A Factored State-Space Framework For World Modelling | Oct 28, 2024 | Multivariate Time Series ForecastingState Space Models | CodeCode Available | 1 |
| ThunderKittens: Simple, Fast, and Adorable AI Kernels | Oct 27, 2024 | GPUState Space Models | CodeCode Available | 7 |
| Multi-Agent Reinforcement Learning with Selective State-Space Models | Oct 25, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series | Oct 25, 2024 | State Space ModelsTime Series | CodeCode Available | 2 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation | Oct 21, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |