| Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos | Sep 4, 2024 | DenoisingMamba | —Unverified | 0 |
| M4V: Multi-Modal Mamba for Text-to-Video Generation | Jun 12, 2025 | MambaText-to-Video Generation | —Unverified | 0 |
| DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification | Jun 11, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment | Oct 8, 2024 | cross-modal alignmentHallucination | —Unverified | 0 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Scheduling | Nov 25, 2024 | MambaReinforcement Learning (RL) | —Unverified | 0 |
| M3amba: Memory Mamba is All You Need for Whole Slide Image Classification | Jan 1, 2025 | Allimage-classification | —Unverified | 0 |
| DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis | Aug 27, 2024 | Aspect-Based Sentiment AnalysisKolmogorov-Arnold Networks | —Unverified | 0 |
| M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration | Jun 9, 2025 | AllImage Restoration | —Unverified | 0 |
| Bio2Token: All-atom tokenization of any biomolecular structure with Mamba | Oct 24, 2024 | AllMamba | —Unverified | 0 |
| M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation | May 7, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection | Mar 12, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Modeling Long Sequences in Bladder Cancer Recurrence: A Comparative Evaluation of LSTM,Transformer,and Mamba | May 28, 2024 | MambaSurvival Analysis | —Unverified | 0 |
| Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing | Nov 29, 2024 | AllForm | —Unverified | 0 |
| DTMamba : Dual Twin Mamba for Time Series Forecasting | May 11, 2024 | MambaPrediction | —Unverified | 0 |
| Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation | Mar 21, 2025 | DiversityMamba | —Unverified | 0 |
| DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios | Sep 2, 2024 | MambaObject | —Unverified | 0 |
| DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification | Sep 9, 2024 | Mamba | —Unverified | 0 |
| Bi-Mamba: Towards Accurate 1-Bit State Space Models | Nov 18, 2024 | BinarizationLanguage Modeling | —Unverified | 0 |
| LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba | Dec 11, 2024 | 3D Semantic Occupancy PredictionMamba | —Unverified | 0 |
| Log-Linear Attention | Jun 5, 2025 | MambaState Space Models | —Unverified | 0 |
| Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Bidirectional Mamba state-space model for anomalous diffusion | Dec 10, 2024 | Mambamodel | —Unverified | 0 |
| Bidirectional Mamba for Single-Cell Data: Efficient Context Learning with Biological Fidelity | Apr 22, 2025 | Mamba | —Unverified | 0 |