| Stereo sound event localization and detection based on PSELDnet pretraining and BiMamba sequence modeling | Jun 16, 2025 | DecoderMamba | —Unverified | 0 |
| M4V: Multi-Modal Mamba for Text-to-Video Generation | Jun 12, 2025 | MambaText-to-Video Generation | —Unverified | 0 |
| Sequential-Parallel Duality in Prefix Scannable Models | Jun 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba | Jun 12, 2025 | Mamba | CodeCode Available | 1 |
| SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot | Jun 11, 2025 | MambaState Space Models | —Unverified | 0 |
| InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba | Jun 10, 2025 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network | Jun 10, 2025 | GPUMamba | —Unverified | 0 |
| KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting | Jun 10, 2025 | Computational EfficiencyMamba | CodeCode Available | 1 |
| MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding | Jun 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging | Jun 10, 2025 | Mamba | —Unverified | 0 |
| M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration | Jun 9, 2025 | AllImage Restoration | —Unverified | 0 |
| FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images | Jun 9, 2025 | DiagnosticLesion Segmentation | —Unverified | 0 |
| Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery | Jun 7, 2025 | Building Damage AssessmentBuilding Flood Damage Assessment | CodeCode Available | 0 |
| MesaNet: Sequence Modeling by Locally Optimal Test-Time Training | Jun 5, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling | Jun 5, 2025 | AnatomyBrain Tumor Segmentation | —Unverified | 0 |
| Log-Linear Attention | Jun 5, 2025 | MambaState Space Models | —Unverified | 0 |
| A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging | Jun 4, 2025 | MambaSuper-Resolution | CodeCode Available | 0 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 0 |
| Comba: Improving Bilinear RNNs with Closed-loop Control | Jun 3, 2025 | MambaManagement | —Unverified | 0 |
| Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition? | Jun 2, 2025 | Emotion RecognitionMamba | —Unverified | 0 |
| AceVFI: A Comprehensive Survey of Advances in Video Frame Interpolation | Jun 1, 2025 | MambaMotion Compensation | CodeCode Available | 2 |
| 3D Skeleton-Based Action Recognition: A Review | Jun 1, 2025 | Action RecognitionData Augmentation | —Unverified | 0 |
| PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition | Jun 1, 2025 | Emotion RecognitionMamba | —Unverified | 0 |
| General-purpose audio representation learning for real-world sound scenes | Jun 1, 2025 | MambaRepresentation Learning | —Unverified | 0 |
| Mamba Drafters for Speculative Decoding | Jun 1, 2025 | Large Language ModelMamba | —Unverified | 0 |