| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion | Oct 19, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Quamba: A Post-Training Quantization Recipe for Selective State Space Models | Oct 17, 2024 | Computational EfficiencyMamba | CodeCode Available | 2 |
| Rethinking Token Reduction for State Space Models | Oct 16, 2024 | MambaState Space Models | CodeCode Available | 1 |
| State-space models can learn in-context by gradient descent | Oct 15, 2024 | In-Context Learningregression | —Unverified | 0 |
| UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba | Oct 15, 2024 | DecoderMamba | —Unverified | 0 |
| Mimetic Initialization Helps State Space Models Learn to Recall | Oct 14, 2024 | MambaState Space Models | —Unverified | 0 |
| Lambda-Skip Connections: the architectural component that prevents Rank Collapse | Oct 14, 2024 | State Space Models | —Unverified | 0 |
| The Implicit Bias of Structured State Space Models Can Be Poisoned With Clean Labels | Oct 14, 2024 | State Space Models | CodeCode Available | 0 |
| Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution | Oct 14, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| Bridging Text and Image for Artist Style Transfer via Contrastive Learning | Oct 12, 2024 | Contrastive LearningState Space Models | —Unverified | 0 |
| Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models | Oct 12, 2024 | AutoMLMamba | CodeCode Available | 1 |
| Parameter-Efficient Fine-Tuning of State Space Models | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CountMamba: Exploring Multi-directional Selective State-Space Models for Plant Counting | Oct 10, 2024 | State Space Models | —Unverified | 0 |
| QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model | Oct 9, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| MatMamba: A Matryoshka State Space Model | Oct 9, 2024 | modelRepresentation Learning | CodeCode Available | 2 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 |
| SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning | Oct 7, 2024 | Computational EfficiencyState Space Models | —Unverified | 0 |
| Meta-Dynamical State Space Models for Integrative Neural Data Analysis | Oct 7, 2024 | Meta-LearningState Space Models | —Unverified | 0 |
| IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification | Oct 7, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| Fundamental Limitations on Subquadratic Alternatives to Transformers | Oct 5, 2024 | MambaState Space Models | —Unverified | 0 |
| Oscillatory State-Space Models | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 |
| S7: Selective and Simplified State Space Layers for Sequence Modeling | Oct 4, 2024 | Computational EfficiencyLong-range modeling | —Unverified | 0 |
