| Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement | May 6, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 2 |
| From Generalization Analysis to Optimization Designs for State Space Models | May 4, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space | May 3, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 2 |
| 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 |
| CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation | Apr 30, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models | Apr 29, 2024 | Audio ClassificationGesture Recognition | CodeCode Available | 1 |
| S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification | Apr 28, 2024 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 2 |
| Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion | Apr 27, 2024 | DisentanglementEmotion Classification | —Unverified | 0 |
| A Survey on Visual Mamba | Apr 24, 2024 | Image RegistrationImage Restoration | CodeCode Available | 4 |
| Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges | Apr 24, 2024 | Drug DesignInductive Bias | CodeCode Available | 2 |
| Learning World Models With Hierarchical Temporal Abstractions: A Probabilistic Perspective | Apr 24, 2024 | State Space Models | —Unverified | 0 |
| Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model | Apr 23, 2024 | 3D Point Cloud ClassificationMamba | CodeCode Available | 2 |
| Vim4Path: Self-Supervised Vision Mamba for Histopathology Images | Apr 20, 2024 | DiagnosticMamba | CodeCode Available | 2 |
| Variational quantization for state space models | Apr 17, 2024 | QuantizationState Space Models | CodeCode Available | 0 |
| LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory | Apr 17, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration | Apr 17, 2024 | Image RestorationMamba | —Unverified | 0 |
| State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend | Apr 17, 2024 | motion predictionPrediction | —Unverified | 0 |
| HumMUSS: Human Motion Understanding using State Space Models | Apr 16, 2024 | Action RecognitionPose Estimation | —Unverified | 0 |
| FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba | Apr 15, 2024 | Infrared And Visible Image FusionMamba | CodeCode Available | 3 |
| HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising | Apr 15, 2024 | Computational EfficiencyDenoising | —Unverified | 0 |
| The Illusion of State in State-Space Models | Apr 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length | Apr 12, 2024 | State Space Models | CodeCode Available | 4 |
| MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection | Apr 9, 2024 | Anomaly DetectionDecoder | CodeCode Available | 3 |
| A data-driven approach to UIO-based fault diagnosis | Apr 9, 2024 | Fault DiagnosisState Space Models | —Unverified | 0 |
| Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation | Apr 5, 2024 | DecoderMamba | CodeCode Available | 3 |
