| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 |
| MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning | Dec 1, 2024 | Domain AdaptationImage Enhancement | CodeCode Available | 1 |
| Learning Mamba as a Continual Learner | Dec 1, 2024 | Continual LearningMamba | —Unverified | 0 |
| AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment | Dec 1, 2024 | cross-modal alignmentMamba | —Unverified | 0 |
| Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games | Dec 1, 2024 | Atari GamesDecision Making | CodeCode Available | 0 |
| 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification | Dec 1, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 2 |
| 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 |
| MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network | Nov 28, 2024 | DenoisingMamba | CodeCode Available | 0 |
| Vision Mamba Distillation for Low-resolution Fine-grained Image Classification | Nov 27, 2024 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| MTS-UNMixers: Multivariate Time Series Forecasting via Channel-Time Dual Unmixing | Nov 26, 2024 | MambaMultivariate Time Series Forecasting | CodeCode Available | 0 |
| TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba | Nov 26, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning | Nov 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 3 |
| An Ensemble Approach for Brain Tumor Segmentation and Synthesis | Nov 26, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Scheduling | Nov 25, 2024 | MambaReinforcement Learning (RL) | —Unverified | 0 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| MobileMamba: Lightweight Multi-Receptive Visual Mamba Network | Nov 24, 2024 | GPUMamba | CodeCode Available | 3 |
| MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking | Nov 24, 2024 | GPUImage Enhancement | —Unverified | 0 |
| DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 | Nov 23, 2024 | Gesture GenerationMamba | —Unverified | 0 |
| Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning | Nov 23, 2024 | Continual LearningMamba | —Unverified | 0 |
| MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking | Nov 23, 2024 | MambaObject Tracking | —Unverified | 0 |
| MUFM: A Mamba-Enhanced Feedback Model for Micro Video Popularity Prediction | Nov 23, 2024 | Mamba | —Unverified | 0 |
| MambaIRv2: Attentive State Space Restoration | Nov 22, 2024 | Computational EfficiencyImage Restoration | CodeCode Available | 5 |
| OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction | Nov 22, 2024 | Exposure CorrectionMamba | —Unverified | 0 |
| EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality | Nov 22, 2024 | Efficient Neural NetworkImage Classification | CodeCode Available | 2 |
