| RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images | Oct 17, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 |
| DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone | Oct 17, 2024 | DenoisingImputation | —Unverified | 0 |
| MambaBEV: An efficient 3D detection model with Mamba2 | Oct 16, 2024 | 3D Object DetectionAutonomous Driving | —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 |
| Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution | Oct 14, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 |
| RecurFormer: Not All Transformer Heads Need Self-Attention | Oct 10, 2024 | AllMamba | —Unverified | 0 |
| Moyun: A Diffusion-Based Model for Style-Specific Chinese Calligraphy Generation | Oct 10, 2024 | MambaStyle Transfer | —Unverified | 0 |
| Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling | Oct 9, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment | Oct 8, 2024 | cross-modal alignmentHallucination | —Unverified | 0 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 |
| Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion | Oct 8, 2024 | Image SegmentationMamba | —Unverified | 0 |
| IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification | Oct 7, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| A Deep Learning-Based Approach for Mangrove Monitoring | Oct 7, 2024 | Deep LearningMamba | CodeCode Available | 0 |
| Falcon Mamba: The First Competitive Attention-free 7B Language Model | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection | Oct 5, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| Fundamental Limitations on Subquadratic Alternatives to Transformers | Oct 5, 2024 | MambaState Space Models | —Unverified | 0 |
| Can Mamba Always Enjoy the "Free Lunch"? | Oct 4, 2024 | Mamba | —Unverified | 0 |
| Demystifying the Token Dynamics of Deep Selective State Space Models | Oct 4, 2024 | MambaState Space Models | —Unverified | 0 |
| HRVMamba: High-Resolution Visual State Space Model for Dense Prediction | Oct 4, 2024 | Inductive BiasMamba | CodeCode Available | 0 |
| Crafting Narrative Closures: Zero-Shot Learning with SSM Mamba for Short Story Ending Generation | Oct 4, 2024 | MambaSentence | —Unverified | 0 |