| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 |
| HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model | May 22, 2024 | Graph LearningMamba | —Unverified | 0 |
| Audio Mamba: Pretrained Audio State Space Model For Audio Tagging | May 22, 2024 | Audio TaggingMamba | —Unverified | 0 |
| 3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification | May 21, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 |
| RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing | May 16, 2024 | Computational EfficiencyImage Dehazing | —Unverified | 0 |
| Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study | May 14, 2024 | MambaSegmentation | —Unverified | 0 |
| Decision Mamba Architectures | May 13, 2024 | D4RLImitation Learning | CodeCode Available | 0 |
| Sakuga-42M Dataset: Scaling Up Cartoon Research | May 13, 2024 | MambaText to Video Retrieval | —Unverified | 0 |
| DTMamba : Dual Twin Mamba for Time Series Forecasting | May 11, 2024 | MambaPrediction | —Unverified | 0 |
| VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis | May 9, 2024 | DecoderDiversity | —Unverified | 0 |
| Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models | May 8, 2024 | Autonomous DrivingDecoder | —Unverified | 0 |
| HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation | May 8, 2024 | Image SegmentationMamba | —Unverified | 0 |
| VMambaCC: A Visual State Space Model for Crowd Counting | May 7, 2024 | Crowd Countingimage-classification | —Unverified | 0 |
| SMCD: High Realism Motion Style Transfer via Mamba-based Diffusion | May 5, 2024 | MambaMotion Style Transfer | —Unverified | 0 |
| Matten: Video Generation with Mamba-Attention | May 5, 2024 | MambaVideo Generation | —Unverified | 0 |
| SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients | May 2, 2024 | image-classificationImage Classification | —Unverified | 0 |
| TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms | May 2, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics | Apr 30, 2024 | Mamba | CodeCode Available | 0 |
| Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion | Apr 27, 2024 | DisentanglementEmotion Classification | —Unverified | 0 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention | Apr 26, 2024 | Image EnhancementImage Reconstruction | —Unverified | 0 |
| Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs | Apr 22, 2024 | Image EnhancementMamba | CodeCode Available | 0 |
| ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction | Apr 20, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration | Apr 17, 2024 | Image RestorationMamba | —Unverified | 0 |
| Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion | Apr 17, 2024 | MambaMotion Generation | —Unverified | 0 |
| HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising | Apr 15, 2024 | Computational EfficiencyDenoising | —Unverified | 0 |
| Fusion-Mamba for Cross-modality Object Detection | Apr 14, 2024 | MambaObject | —Unverified | 0 |
| SpectralMamba: Efficient Mamba for Hyperspectral Image Classification | Apr 12, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 |
| 3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion | Apr 10, 2024 | MambaPoint Cloud Completion | —Unverified | 0 |
| RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation | Apr 3, 2024 | Long-range modelingMamba | —Unverified | 0 |
| SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding | Apr 1, 2024 | MambaState Space Models | —Unverified | 0 |
| HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba | Mar 29, 2024 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Jamba: A Hybrid Transformer-Mamba Language Model | Mar 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 |
| Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion | Mar 26, 2024 | Decision MakingImage Segmentation | —Unverified | 0 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification | Mar 25, 2024 | Contrastive LearningMamba | —Unverified | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ProMamba: Prompt-Mamba for polyp segmentation | Mar 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| On the low-shot transferability of [V]-Mamba | Mar 15, 2024 | Few-Shot LearningMamba | —Unverified | 0 |
| A multi-cohort study on prediction of acute brain dysfunction states using selective state space models | Mar 11, 2024 | DiagnosticMamba | —Unverified | 0 |
| Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy | Mar 11, 2024 | MambaSemantic Segmentation | —Unverified | 0 |
| Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric Simulator | Mar 8, 2024 | MambaObject Tracking | CodeCode Available | 0 |
| MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation | Feb 28, 2024 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization | Feb 23, 2024 | Computational EfficiencyDisentanglement | CodeCode Available | 0 |
| Graph Mamba: Towards Learning on Graphs with State Space Models | Feb 13, 2024 | Graph Representation LearningMamba | CodeCode Available | 0 |