| Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection | Jun 15, 2024 | 3D Object DetectionComputational Efficiency | CodeCode Available | 2 |
| SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering | Jun 14, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | —Unverified | 0 |
| Q-S5: Towards Quantized State Space Models | Jun 13, 2024 | Computational EfficiencyQuantization | CodeCode Available | 0 |
| State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era | Jun 13, 2024 | State Space Models | —Unverified | 0 |
| Towards Evaluating the Robustness of Visual State Space Models | Jun 13, 2024 | Adversarial Robustnessobject-detection | CodeCode Available | 1 |
| MaIL: Improving Imitation Learning with Mamba | Jun 12, 2024 | DecoderImitation Learning | CodeCode Available | 1 |
| Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences | Jun 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Empirical Study of Mamba-based Language Models | Jun 12, 2024 | 16kIn-Context Learning | —Unverified | 0 |
| PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement | Jun 12, 2024 | Computational EfficiencyImage Enhancement | CodeCode Available | 1 |
| Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling | Jun 11, 2024 | 4kLanguage Modeling | CodeCode Available | 4 |
| Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior | Jun 11, 2024 | State Space Models | CodeCode Available | 0 |
| MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba | Jun 10, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length | Jun 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 |
| What Can We Learn from State Space Models for Machine Learning on Graphs? | Jun 9, 2024 | State Space Models | CodeCode Available | 1 |
| Mamba YOLO: A Simple Baseline for Object Detection with State Space Model | Jun 9, 2024 | GPUMamba | CodeCode Available | 4 |
| CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting | Jun 8, 2024 | AttributeMamba | CodeCode Available | 1 |
| Exploring Adversarial Robustness of Deep State Space Models | Jun 8, 2024 | Adversarial RobustnessState Space Models | CodeCode Available | 1 |
| CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection | Jun 6, 2024 | Change DetectionMamba | CodeCode Available | 2 |
| Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models | Jun 6, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks | Jun 5, 2024 | Computational EfficiencyState Space Models | —Unverified | 0 |
| Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis | Jun 5, 2024 | MambaMedical Image Analysis | CodeCode Available | 3 |
| Audio Mamba: Bidirectional State Space Model for Audio Representation Learning | Jun 5, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| GrootVL: Tree Topology is All You Need in State Space Model | Jun 4, 2024 | Allimage-classification | CodeCode Available | 2 |
